Cluster computing jobs

My production Kubernetes cluster needs hands-on assistance migrating the networking layer from its current, rather intricate CNI to either Cilium (eBPF with WireGuard) or Calico with WireGuard encryption. The overriding goal is a seamless, zero-downtime cut-over while preserving all of our existing custom NetworkPolicies—east-west, ingress, and egress traffic must continue to behave exactly as it does today. Scope of work The engagement starts with a deep-dive into the present topology, routing rules, and policy objects. From there, a step-by-step migration playbook and rollback plan must be crafted, executed first in staging, then in production. Once live, I need empirical data that compares both solutions: latency, throughput, CPU and memory overhead, and encryption overh...

...NIST-standardized PQC algorithms (ML-KEM, ML-DSA, SLH-DSA), cryptographic agility, secure key management, and enterprise cloud security. You will be responsible for validating and improving our cryptographic architecture, encryption and digital signature workflows, Portable Cryptographic Recovery Packages (CRPs), and overall security posture to ensure protection against both current and future quantum computing threats, including Harvest Now, Decrypt Later (HNDL) attacks. We are also looking for an AWS expert with extensive hands-on experience designing and deploying secure cloud-native architectures using AWS services such as AWS KMS, CloudHSM, IAM, Secrets Manager, Certificate Manager (ACM), S3, Lambda, API Gateway, CloudTrail, CloudWatch, VPC, CloudFormation, and Terraform. ...

Encryption computing knowledge which will allow us detect attackers

To prepare scripts to automate the Patroni cluster activities required during OS restarts. The scripts should cover the following two scenarios Scenario 1: Patroni service stop/start Before OS stop, the script should: Check the current Patroni cluster status. Stop and disable the Patroni service on the node being patched. Capture the command output and service status in a log file. After OS restart, the script should: Enable and start the Patroni service. Verify that the node has successfully rejoined the three-node Patroni cluster. Capture the Patroni service status, cluster status, and validation results in the log file. Scenario 2: Patroni pause/resume

...production will be considered in lieu of a formal degree. Interested contractors should reply with short answers to the following technical questions: Question 1: "This project requires Edge Processing (FFT or TinyML) to analyze microphone data on the chip so we don't stream raw audio over cellular. Can you briefly describe a past project where you implemented local signal processing or edge computing on a microcontroller?" Question 2: "We are planning to use an off-the-shelf cellular module like a Particle Boron or Blues Wireless Notecard. What is your experience with either of these hardware ecosystems, or a similar ultra-low-power cellular framework?" Question 3: "How do you plan to handle the remote physical testing of the prototype since you...

...a partner specifically requires it). Key points you’ll work on: • Spring Boot, Spring Cloud, Spring Security where appropriate • Bank-transfer payment flow: create transaction, verify funds, confirm settlement, emit events • Kafka or another reliable MQ for event propagation • Container-ready code: craft Dockerfiles, helm charts or Kubernetes manifests so I can deploy straight to our cluster • Liquibase-based migrations, Bitbucket pipelines, and Jenkins jobs wired into our existing Jira/Confluence workflow Once the backend is stable, we will wire a simple React front end (Redux preferred) to exercise the APIs, but that is secondary; your first milestone is the microservice itself running in Kubernetes with a green integration test suit...

...prefer). Here is what I will provide: • A point-based dataset (CSV or shapefile) containing coordinates and several numeric attributes available for statistical testing. • A short note explaining the business questions driving the analysis. What I would like back: • An ArcGIS project file containing all layers, symbology, and your completed spatial-statistical workflows (e.g., Optimized Hot Spot, Cluster & Outlier, Spatial Autocorrelation, or other appropriate tools). • Clear map layouts and layer-packaged files that I can open and explore immediately. • A brief PDF or Word summary (one to two pages) describing the methods you chose, key statistics, and how to interpret the resulting maps. Acceptance criteria: 1. All analysis steps are document...

My online learning platform has solid content but s...current guidelines. Because AI search relies heavily on context, schema and high-confidence sources, the optimisation plan should include FAQ and how-to markup, concise conversational snippets and any other tactics that help large language models quote or reference the site accurately. Deliverables • Audit report with prioritised fixes • Keyword strategy and content brief for each course cluster • Implementation (or clear instructions) of on-page, technical and schema changes • Monthly performance summary covering classic SERPs and AI answer presence Success is measured by growth in impressions, clicks and ranking improvements for the agreed keyword set, plus documented appearances within AI-p...

I may need 5-7 sessions of 45 mins to an hour, early UK hours On high-performance computing and want clear, actionable insight into where the field is heading. The emphasis is firmly on future HPC roadmaps, covering algorithms, hardware, and the emerging software tool-chain—while still grounding the discussion in today’s production realities such as Open OnDemand (OOD), GitLab, Slurm, Linux and Cloud-based extensions. Here’s how I’d like us to work together: • Kick-off call: HPC best practices, HPC challenges, and HPC overview. • Working sessions (2–3): walk me through the near- and long-term HPC roadmap, then zero-in on quantum computing—detailing quantum algorithms, hardware architectures, and software tools. Deliverabl...

I'm seeking an experienced IoT developer to create a comprehensive platform for the HVAC domain. The platform should enable remote control and monitoring of HVAC systems, as well as providing analytics and performance reports. Key Requirements: - Control Features: Automation, scheduling, and ticket generation...sensors. - Device Integration: Must integrate with various devices including: - Sensors (e.g., occupancy sensors) - Thermostats - Actuators - IAQ Differential pressure, Ideal Skills and Experience: - Expertise in IoT development and cloud platforms - Proficiency in integrating multiple device types - Strong background in data analytics and performance monitoring - Experience with edge computing and AI Please provide relevant work samples and a detailed approach ...

I'm seeking an experienced IoT developer to create a comprehensive platform for the HVAC domain. The platform should enable remote control and monitoring of HVAC systems, as well as providing analytics and performance reports. Key Requirements: - Control Features: Automation, scheduling, and ticket generation...sensors. - Device Integration: Must integrate with various devices including: - Sensors (e.g., occupancy sensors) - Thermostats - Actuators - IAQ Differential pressure, Ideal Skills and Experience: - Expertise in IoT development and cloud platforms - Proficiency in integrating multiple device types - Strong background in data analytics and performance monitoring - Experience with edge computing and AI Please provide relevant work samples and a detailed approach ...

...wiring diagram that shows exactly how to build a compact rechargeable lamp. The diagram must be laid out as a classic wiring diagram (not a high-level schematic) so wire colours, connection points and conductor paths are unambiguous for a technician to follow. Components used to fit in a 100*100*20mm compartment Project context The lamp will run from an internal battery pack, drive a small cluster of LED lights, and recharge via a dedicated charging circuit. A capacitive touch sensor will act as the on/off. Everything should fit on a single board with any external leads clearly marked. Essential inclusions • Battery pack : to have 7-8hrs backup for the LED mentioned below • LED : 3 V, 33 mA LED filaments • Charging circuit (USB-C preferred, including protec...

...containerised Docker application onto a Kubernetes cluster that will run in the cloud on Acecloud. My biggest priority is deployment reliability: once the workloads are live they must start cleanly, recover automatically, and scale without surprises. The job starts with a short discovery session where you review the current Docker-Compose files, images, and runtime assumptions. From there I’d like a clear migration plan that covers: • Kubernetes manifests (Helm charts or Kustomize—whichever you feel is best) • Production-ready configurations for health checks, autoscaling, and rolling updates • Cloud-native networking and storage definitions suited to Acecloud’s managed services • A basic CI/CD pipeline so new images flow straight int...

Perfect, that's exactly the right way to start, use the first 50 as a real-world validation of the whole engine and the publishing workflow, then scale from there. Let's do it. Proposal, Week 1: - 50 finished medical pages, drafted directly into your DocAi blog through the content account, following the Week 1 cluster plan I sent (Blood Sugar & Diabetes, Heart & Circulation, Lab Results, Medication Safety, Anxiety & Mental Health, Thyroid, plus priority symptom pages), weighted to Symptoms, Medications and Lab Tests. - Each page delivered complete: an in-depth article with every possible cause in its own detailed section (what it is, why it happens, symptoms, risk factors, when to seek care), SEO title, URL slug, meta title and description, category, tags, FAQ...

I need a senior‐level database automation engineer (or a tight specialist team) to architect and code a reusabl...make adaptation for future clients straightforward • Inline documentation, Markdown runbooks, and sample CI/CD pipeline hooks Acceptance criteria • All tasks delivered as modular Ansible roles with clear dependencies • Idempotent reruns produce zero unintended changes • Code passes molecule / ansible-lint tests provided in the repo • A demo run on fresh VMs spins up a two-node HADR cluster, executes a test backup/restore, and outputs a compliance report • Comprehensive README and architecture diagram explain how to extend the framework If this reads like the kind of deep-dive automation challenge you excel at, let’s talk ...

...security controls, and high-availability design—all delivered as a working, demonstrable environment. Key elements I expect • AWS foundation (networking, identity, security, cost-aware resilience) • Kubernetes cluster production-hardened for multi-service workloads • Jenkins pipelines covering build, test, container image creation, and progressive delivery • GitOps model for cluster state and app releases • Infrastructure defined in code and stored in Git (CloudFormation or Terraform—your call) • Centralized logging, metrics, alerting, and dashboarding wired into the cluster • Automated security scanning (images, code, dependencies, and runtime) • Blue/green or canary style rollouts with rollback s...

Phase 0 — Foundation: Configuration of the overarching Company tree (CIS Group, CIS Integration, Hiperdist, Joint Ventures, UniBuild). Establishment of roles including "Sales User – Distribution," "Sales User – Integration," "Sales Cluster Manager," and "BU Manager." Import of the top ~80% hardware/software SKUs and the 9 core service categories. Set up multi-currency price lists, taxes, and territory segments. ● Phase 1 — Customer & Partner Master: Aggregation and import of all global active, dormant, and historical customer and partner records. Mapping partners as specifi c customer groups (Partner/Reseller) to handle back-to-back distribution paperwork smoothly. Implementation of data quality queues. ● Phase 2 &m...

One of our clients is looking for the training program mentioned below. We are currently looking for a Sigma Certified traine...Duration: 12 to 15 hours in total. Daily Commitment: Due to project bandwidth, resources can dedicate a maximum of 2 hours per day for this training. We envision this being spread across 6 to 8 business days. High-Level Curriculum Requirements We would like the training to cover the following core modules: Module 1: BI Fundamentals (Brief refresher/context setting) Module 2: Introduction to Sigma Computing Module 3: Core Development & Data Manipulation in Sigma Module 4: Visualization, Interactivity & Sigma Workbooks Module 5: Advanced Features Additionally, trainers should specify their availability for conducting sessions in either a classroom ...

...right side when breathing Fever and rash in adults Medications Can I take Tylenol and Advil together? Metformin and alcohol interaction Ibuprofen before surgery Medical Conditions Diabetes Hypertension Asthma Arthritis Additional Categories Mental Health Pregnancy Children's Health Senior Health Nutrition Preventive Health Responsibilities Medical keyword research Programmatic SEO planning Content cluster creation Article generation workflow SEO optimization Internal linking strategy Meta titles and descriptions Content publishing Content quality review Deliverables Phase 1: SEO content roadmap Category architecture First 1,000 targeted article topics Content production process Publishing schedule Future phases may expand to 5,000+ and 10,000+ articles. Required Experience S...

I need a clean, repeatable GitHub Actions workflow that takes any StatefulSet YAML I push to a specific branch and promotes it straight into my OpenShift cluster. The steps are already mapped out in my head—checkout, install oc, login with a token, run oc apply—yet I want this formalised in a single .yml file committed to .github/workflows. Before the deployment phase the pipeline must execute a lightweight unit-test stage. I do not mind which framework you pick; the only requirement is that tests run, fail the build if necessary, and surface results in the Actions summary so I can see a green or red badge at a glance. Deliverable: • A GitHub Actions workflow file that: – triggers on push to the chosen branch – installs and caches the OpenShift C...

...technology works and what it costs to manufacture. {/* Reason: Shows the user the actual state of flexible image sensor technology, grounding a sci-fi sounding idea in real-world engineering. */} The Architecture: How a "Flat" Film Tracks Eyes Because a thin film is flat, it can't use traditional curved glass lenses to focus light. Instead, it relies on a combination of printed sensors and edge computing. Substrate & Sensing Layer:Printed Organic Electronics. The base is a flexible, transparent Polyethylene Terephthalate (PET) plastic. Onto this, a grid of Organic Photodetectors (OPDs) or Silicon Nanowires is printed using a roll-to-roll process. These microscopic pixels are highly sensitive to Near-Infrared (NIR) light and visible light. Optical Layer:C...

...Nature Motifs for Premium Kids' Brand (6 Illustrations) I need an illustrator to create 6 original botanical line art illustrations for a premium New Zealand kids' play dough brand, Buzz & Bloom. The illustrations will be used on gift box packaging and as silicone stamp designs. The work: 7 designs total — 6 kit motifs + 1 branded production stamp Kit 1 — Pōhutukawa Coast: Pōhutukawa flower cluster (Sage Green) Pōhutukawa leaf + coastal wave (Ochre) Fantail / pīwakawaka (Sandstone) Kit 2 — Paua Shore: Paua shell (Sage Green) Seahorse (Pale Rose) Kina / sea urchin (Sandstone) Each motif is assigned a colour from the brand palette — all muted, warm, natural tones. Brand Stamp (production use): Circular seal — bee icon centred, &q...

## Phase 1 Project Brief: ### 1. Core Architecture & Speed Foundations * **Infrastructure:** True **Serverless architecture** (e.g., AWS Lambda or Google Cloud Functions). The backend must scale computing power automatically based on traffic. * **Database (Keep it Simple for Now):** Use a standard relational database (like **PostgreSQL**) or NoSQL (like **MongoDB/DynamoDB**). However, the schemas *must* be strictly indexed from day one so we can swap in a dedicated search engine (like Elasticsearch) in Phase 2 without having to rewrite the app. * **Asset Delivery:** All product listings, thumbnails, and banners must be served via a **Content Delivery Network (CDN)** with automated WebP image compression to save bandwidth. * **UI Performance:** The frontend must

...Expert Databricks cost/performance optimization and architectural trade-off judgment Hands-on: DBRX, Agent Bricks, Genie, Unity Catalog, Delta Lake, MLflow Token-efficient agentic AI/LLM system design Can implement full production solutions, not just advise Deliverables: [e.g., architecture doc, working pipeline, cost audit] Skills: Apache Spark, Machine Learning, Data Engineering, AI, Cloud Computing, Python, ETL Can you please explain your experience in databricks platform, end to end deployment, monitoring, ml lifecycle management, experimentation, model provisioning, model serving, alerting monitoring, retraining, data drift, model drift, vm design for databricks workspace, databricks optimization and performance techniques, canary deployment on databricks, databricks genie...

This quote covers Drop 11, the follow-on to the completed anomaly-detection monitor. It delivers: (1) the live dashboard UI - Page 1 overview graph enhancements...dated x-axis), Page 2 two live-streaming tables (last-1h anomalies across clusters, plus long-running and 5s/30s critical queries over the last 3h), and Page 3 time-window search (cluster + optional fingerprint, newest 50, 10 per page); and (2) the four backend enhancements you asked for - prepared-statement categorisation, scan-consistency flag, cross-fingerprint LRU, and richer execution logs. Everything is built, wired into the live monitor, and offline-tested (the full existing test suite still passes). On acceptance I hand over the drop11 package and run a quick smoke-test of the dashboard against your cluster....

...— manage all listings (search, status, featured, edit, delete). Admin Listing Edit — create/edit a property, upload images, and use the AI content generator (below). [Full Scope — Data Model] Property record must include these fields: title, description, seo_meta (SEO summary, ≤160 chars) listing_type — enum: For Sale / For Rent / Build property_type — enum: House, Flat/Apartment, Townhouse/Cluster, Cottage/Garden Flat, Residential Stand, Farm/Plot, Warehouse/Industrial, Commercial, Rooms, Retail/Shop, Office, Other price (USD), price_period (once-off / per month) location (suburb), city bedrooms, bathrooms, area_sqm features[] (e.g. borehole, pool, garage), images[] (uploaded image URLs) status — enum: Active / Under Offer / Sold / Rented...

...Basics * OOP * Collections * Iterators * Generators * Interview Coding Questions --- ### PySpark * DataFrames * RDD * Spark Architecture * Transformations * Actions * Partitioning * Performance Optimization * Spark UI * AQE * Shuffle --- ### Azure * Azure Data Factory * Azure Data Lake * Azure Synapse * Azure Functions * Logic Apps * Managed Identity * Networking --- ### Databricks * Cluster * Unity Catalog * Workflows * Delta Live Tables * Auto Loader * Photon * Serverless * Lakehouse * Medallion Architecture --- ### Delta Lake * Time Travel * Merge * Vacuum * Optimize * Z-Ordering * Transaction Log * Schema Evolution * Schema Enforcement --- ### Snowflake * Warehouse * Virtual Warehouse * Clustering * Streams * Tasks * Dynamic Tables * Iceberg * Time Travel --- ...

...so future updates remain painless. I’m also seeing a handful of PHP fatal errors in the error_log. Track down their source (plugins, theme files, or custom functions), eliminate them, and give me a clean log when you’re done. Finally, strengthen the site’s topical clusters and internal linking. That means mapping related pages/posts, adding contextual links where gaps exist, and ensuring each cluster is easily crawled. Deliverables • Fully redesigned staging site, migrated live with no URL changes and identical navigation • Reconciled parent/child theme files – functionality & custom code confirmed working • Before/after report proving all PHP fatal errors are resolved • Internal-linking map plus list of new links added to ...

...have an intuitive user flow matching premium SaaS applications. * **White-Labeling:** Absolute removal of all Frappe/ERPNext branding from the application layout, user settings, login screens, and transactional emails. ### 2. Infrastructure Setup via Frappe Press * **Control Panel Deployment:** Set up and configure the open-source **Frappe Press** engine on our central panel server. * **Worker Cluster Setup:** Provision and connect high-performance Linux instances (Ubuntu LTS) on **DigitalOcean / Yotta** infrastructure to act as tenant worker nodes. * **Automation:** Configure standard Docker-based multi-tenancy pipelines for automated site generation, real-time database indexing, and custom domain SSL auto-provisioning via Let's Encrypt. * **Backups:** Set up an offsite p...

...alone, impressions, clicks, or raw volume above the floor. A SECOND, EQUALLY IMPORTANT READ: is this scalable? The €1k isn't just "how cheap is a signup" — it also has to tell me whether there's enough long-tail demand to build this into a scalable mid-term channel, or whether we hit a ceiling fast. So alongside cost-per-signup I'll want your read on: Impression share & lost-IS (budget) per cluster — how much of available demand are we capturing at €1k? Total available search volume vs. what we're buying — how big is the pool? Whether cost-per-signup stays stable as spend increases (headroom) or climbs (saturation). I'D LIKE TO SPLIT THE WORK INTO A CLEAR SEQUENCE WS-0 — Keyword Strategy & Pull (fi...

...crawling efficiency (technical SEO + ranking boost). SEO automatic detection + fix recommendations: Detect issues such as page speed, mobile-friendliness, Schema markup, duplicate content, indexing problems, and provide actionable fixes. clustering and topical authority building: Go beyond individual keywords by helping you plan comprehensive “topic clusters” (Pillar pages + Cluster content). opportunity mining: Automatically identify pages and resources where you can naturally earn backlinks, and provide outreach suggestions or ready-to-use templates. optimization module: Automatically generate author bios, citation sources, data-backed content, expert quotes, and other elements to strengthen content credibility and trustworthiness. structured data

...safeguarding a cluster of newly developed ideas. If you have a strong track record of successful USPTO filings and enjoy collaborative, strategic portfolio planning, we would love to work with you. Scope of Work & Workload Volume: Approximately 4–5 patent applications per month. Duration: 3–4 months (with the potential for ongoing extension based on performance and pipeline). Core Responsibilities: Review & Refine: Conduct thorough reviews of patent applications drafted by our team to ensure compliance with USPTO standards, claims optimization, and maximum defensibility. USPTO Filing: Manage the formal submission and filing process of these applications with the USPTO. Strategic Planning: Collaborate with our leadership team to map out a comprehensive p...

...background, how the technology works, real-world applications, and any challenges or future developments without drifting into jargon. Cite recent sources and include links so students can dig deeper. Please deliver the finished article in a Google Doc or Word file with headings, sub-headings, and a brief summary paragraph at the top. If you have a strong angle in mind—AI in education, quantum computing basics, sustainable tech, etc.—feel free to suggest it when you bid....

I have a Google Kubernetes Engine cluster fronted by a HTTP(S) load balancer and I am trying to wire its traffic through a Network Endpoint Group created and managed in Terraform. The NEG refuses to bind correctly to the backend service, so I need a Terraform-experienced GCP engineer to look at the configuration with me over a live screen-sharing session, spot the root cause, and guide me to a clean fix that I can commit to my repo. During the call you will see: • my current Terraform modules for the load balancer, backend service and NEG • existing IAM, subnet and firewall settings that might interfere with attachment • the error messages returned by gcloud and the console when I apply What I’d like back from you at the end: • corrected Terraform sni...

I have an embedded-systems control project that needs a custom STM32 board designed from the ground up in Altium Designer, followed by a working, well-documented firmware build. What I already know: the board must host the STM32 MCU, a cluster of sensors and actuators, an onboard wireless communication module for short-range data exchange, and a solid power-management stage so the whole unit can run reliably from a single DC source. What I need from you: • Complete Altium schematic capture and multilayer PCB layout • Gerbers, fabrication drawings, and a clean BOM with part numbers still in stock • Firmware written in C (HAL or LL is fine) that brings up the peripherals, handles sensor I/O, drives the actuators, and exposes a simple wireless protocol for confi...

...photo-realistic compositing and color work: • Light up the water in the tub so it looks inviting yet still believable. • Run warm-white string lights along the fence in the background and wrap the large corner tree with tiny, warm-white fairy lights. • Hang the same tone of string lights under the house eaves. • Pepper in a few tropical touches—think a couple of leafy plants near the tub and a slim cluster of bamboo between the wall of the house and the tub. The final mood should read Natural and realistic, but set at Sunset, so keep shadows and sky colors consistent with that golden-hour feel rather than true night. Deliverables 1. High-resolution JPEG (sRGB, print-ready) 2. Layered PSD or TIFF so I can toggle the new elements if neede...

I need a Python solution that runs entirely on each crane’s Intel NUC edge device. The objective is long-term vibration trend monitoring, not one-off fault detection. The system has to acquire, process, store, and display data locally while sending only concise summaries to the cloud whenever connectiv...analyses, fail-over to offline mode, and alarm separation logic Acceptance criteria • All analyses reproduce expected results on supplied test signals • Dashboard redraws in <2 s when new data arrive • Offline mode operates for 72 h with no data loss • Cloud payloads match the agreed JSON schema and never exceed the summary scope If you have direct experience with vibration analytics, edge computing, or similar predictive-maintenance systems, y...

I’m putting together a complete, written walkthrough that shows me two things: 1. How to switch any Audi, BMW or Volkswagen cluster / navigation unit from kilometres to miles, and 2. How to load the latest navigation maps on those same cars, model-specific. For example install uk maps on japanese imports Written, step-by-step instructions are what I need most. The section on map installation should be the most detailed, covering MMI, iDrive and Discover Media/Pro systems respectively. Please organise the guide so I can move straight from the odometer change to the map update without hunting for information. Include every tool, cable and piece of software required—for example VCDS or ODIS for VW/Audi, ISTA+/ENET for BMW, suitable USB 3.0 sticks or SD cards, as well a...

...looking for an experienced B2B industrial and technology brochure designer to redesign our existing brochure into a premium, modern and professionally structured maximum 12-page corporate, product and solutions brochure. SenseLive is a full-stack Industrial IoT company offering industrial sensors, wireless monitoring systems, Modbus gateways, 4G/5G and LoRa devices, remote I/O controllers, edge computing hardware, cloud platforms and AI-powered industrial solutions. Our existing brochure contains useful product and solution information, but the design is content-heavy, visually inconsistent and does not effectively communicate SenseLive as a premium Industrial IoT and operational intelligence company. The selected freelancer must restructure, simplify and professionally redesig...

...high-intent keywords. • Form-submission rate is lower than it should be for readers this far down the funnel. • Content around the core topic is thin, limiting topical authority. Scope of work • Conduct a full technical audit—crawl errors, Core Web Vitals, schema, internal links. • Perform keyword and competitor research to surface long-tail “AppFolio vs Buildium” queries and related cluster topics. • Build and execute a content-marketing plan (articles, comparison tables, visuals) that funnels readers back to the main page. • Optimise on-page elements and run A/B tests on CTAs, form placement, copy, and trust signals to lift submission rate. • Secure relevant backlinks from property-management and SaaS-review si...

...healthy, so the issue is isolated to the first step of the pipeline that pulls structured data into Databricks before any transformations begin. I need you to jump into the existing notebooks and jobs, trace the root cause, and deliver a clean, repeatable fix. The environment runs on Databricks Runtime 12.x with Auto Loader feeding into Delta tables, so familiarity with Spark, PySpark, SQL, and cluster-level configs is essential. I will grant you workspace access and point you to the failing job runs and relevant logs. Acceptance criteria: • Ingestion job completes successfully three runs in a row with identical input files. • No data loss or duplication in the target Delta tables (row counts match source). • A concise summary of what caused the failure and h...

...Solidity, CREATE2) • SIWE/WalletConnect auth • Browser automation untuk dApps (Playwright) Automation/Dev (m-cluster): • Telegram/Discord bot (cron, webhook, auto-trigger) • Web scraper + data pipeline • API integration (Midtrans, Stripe, n8n, REST/GraphQL) • VPS management (SSH, nginx, docker, systemd) • LLM orchestration (Claude, GPT, OpenRouter) • File generation (PDF, DOCX, XLSX, PPTX) • Landing page + web frontend (React, Tailwind) • Wallet & airdrop runner • Batch ops (parallel, queue, worker) • AI content (caption, copywriting, AIDA, PAS) • Calendar strategy + social media posting • Competitor analysis + trend research Self-improvement (x-cluster): • x5...

Infrastructure team. This role is hands-on and critical to ensuring the stability, efficiency, and reliability of large-scale high-performance AI/ML clusters in data centers. The ideal candidate will bring expertise in system-level troubleshooting, AI cluster maintenance, and operational excellence to ensure maximum performance for infrastructure environments. Experience with large-scale infrastructure automation is considered a strong plus. Responsibilities * Design, implement, and maintain scalable AI/ML infrastructure solutions. * Proactively monitor GPU cluster health, performance, and troubleshoot issues across compute, accelerator, networking, and storage systems. * Automate deployment, configuration, and management of infrastructure resources. * Manage GPU node lifec...

...sessions. Scope of work • Audit and fix on-page elements (titles, meta descriptions, heading structure, internal links, Core Web Vitals). • Build out a clean technical foundation: crawl-budget optimisation, XML sitemaps, schema markup, HTTPS, and any server-level tweaks that speed things up. • Create and refine a content plan around my existing keywords, spotting gaps and advising on new cluster ideas when data supports it. • Develop a white-hat backlink strategy aimed squarely at authority and relevance. • Set up or fine-tune Google Search Console, Google Analytics 4, and preferred third-party tools (e.g., Ahrefs, SEMrush) to capture baseline KPIs and track progress. • Provide concise weekly reports that show ranking movement, traffic g...

...pressure sensor. • EMI Shielding & Grounding: All three sensors must be heavily isolated from electromagnetic interference. The layout requires continuous, uninterrupted internal ground planes directly beneath the sensor block, with physical trace separation from high-frequency switching lines. A footprint for an optional localized surface-mount RF shield (Faraday cage) enveloping the entire sensor cluster must be included. 5 Input / Output Interfaces & Interconnects • Connector Standard: Peripheral, telemetry, and CAN I/O ports must utilize JST GH 1.25mm locking connectors to secure connections against severe airframe vibrations. • Motor Control: 12x hardware PWM output channels utilizing standard 2.54mm pitch 3-pin headers (Signal, Positive, Negative). M...

...transformation stage, where they suddenly throw runtime errors and the cluster crashes. I need someone who can jump in quickly, reproduce the failure, trace the exact root cause, and deliver a rock-solid fix without disrupting the live data feed. You should be fully comfortable with Databricks Runtime, Spark (Scala or PySpark), Delta Lake tables, cluster configuration, and Azure storage connectors, as that’s the stack in play. If a configuration tweak, code refactor, or resource-scaling change is required, implement it, document the change, and prove stability with reruns under production-level load. Deliverables (all required): • Root-cause analysis summary with error logs highlighted • Updated notebook / job code or cluster settings that elim...

I want to get comfortable with Kubernetes fundamentals quickly and in a practical way. My current knowledge stops at knowing my way around Docker images and containers; I have never spun up a cluster or deployed a pod. What I need now is an experienced guide who can walk me through the core concepts—namespaces, pods, deployments, services, and simple troubleshooting—by letting me build and break things myself. You would meet with me online, help me install and configure a local environment such as Minikube or Kind, and then coach me through short, interactive labs that you design. Each lab should have clear goals, step-by-step instructions, and a short debrief explaining why we did what we did. Think of it as a mini-bootcamp focused purely on understanding how Kubernete...

Database & Application Performance Improvement We have a Oracle RAC system ie a 3 node cluster. Currently performance is lagging. Need to do the flwg – Conduct a thorough analysis of current database performance bottlenecks — identify slow queries, missing indexes, locking issues, and inefficient execution plans across all MISASIA modules. – Prepare a structured report of findings with prioritised recommendations for the DBA, covering query optimisation, index strategy, archiving of stale data, and database configuration tuning. – Work collaboratively with the DBA to implement agreed improvements; track each change against a measurable before/after performance benchmark. – On the application side, identify and address inefficiencies in data re...

...(sfb-sql-listene) on a new IP (). The listener is now completely Online inside the Windows Failover Cluster Manager, and the corresponding A-record has been fully updated in our Infoblox DNS. The Core Issue: The Skype for Business Front End services (RTCSRV and RTCCPS) fail to start. Because the entire 3-node pool dropped simultaneously during the initial SQL crash, we are stuck in a hard Windows Fabric Quorum Loss state. The local services clear their cache but drop back to a "Stopped" state upon manual service startup attempts due to the lack of a cluster majority. What we need from you: We need an expert to safely guide our engineering team through recovering the Windows Fabric cluster and forcing/syncing the core Front End services back to a Running ...

...(sfb-sql-listene) on a new IP (). The listener is now completely Online inside the Windows Failover Cluster Manager, and the corresponding A-record has been fully updated in our Infoblox DNS. The Core Issue: The Skype for Business Front End services (RTCSRV and RTCCPS) fail to start. Because the entire 3-node pool dropped simultaneously during the initial SQL crash, we are stuck in a hard Windows Fabric Quorum Loss state. The local services clear their cache but drop back to a "Stopped" state upon manual service startup attempts due to the lack of a cluster majority. What we need from you: We need an expert to safely guide our engineering team through recovering the Windows Fabric cluster and forcing/syncing the core Front End services back to a Running ...