Audio recognition matlab code jobs

Present the project methodology Built 3 deep learning models for handwriting character recognition in Python I need to get a detailed technical report made regarding the steps followed to get the results and their discussion and network descriptions etc.

I need a skilled web developer who is proficient in HTML/CSS, JavaScript, and PHP to help transfer my custom coded website from the test server to the live server using terminal. Having deep knowledge in server migration, DNS and terminal operations is crucial for this task. The key tasks will include: - Safely transfer all site files and databases. - Ensure site layout and functionalities are consistent with the version on the test server. Please only bid if you are confident in your skills to prevent any downtime or data loss during the migration. Experience in similar jobs will be a major advantage.

I need new features integrated into the existing PHP code. It's vital to note that your proficiency in PHP will be instrumental. I expect the freelancer to provide suggestions and potential improvements in creating a robust application.

I'm in need of a talented UX Designer to bring my desktop application to life by focusing on wireframing, prototyping, and usability testing. The objective is to offer an intuitive and engaging user experience, which will strengthen my brand recognition. Ideal Skills and Experience: - Strong expertise in wireframing and prototyping - Proficiency in desktop-centric designs - Experience with usability testing - A knack for designing UX that fosters brand recognition - Excellent communication and collaboration skills

I'm looking to develop a MatLab algorihm to extract the differential time of flight from a stereo source. The purpose is to use this DToF to derive the DoA (Direction of Arrival)

I'm looking for a skilled software developer with experience in image recognition algorithms and a strong understanding of Node JS. The mission is to design and implement an image-based product recommendation engine to improve the user experience on our mobile app. User captures an image and the search should result in related products. Your duties will include: - Designing a relevant and useful recommendation engine to power product recommendations to ecommerce app - Implementing this engine into our Node JS backed mobile app. A successful freelancer will: - Have experience developing recommendation engines, specifically image-based. - Demonstrate successful past work in this field. By enhancing the user experience, we aim to drive customer satisfaction up and excite our ...

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I'm looking for a skilled Angular developer to build the frontend of a web application for small businesses. It is a low code framework, in which the user defines the components of his webpage (Data fields, filters, columns, Actions, Editor..) and a page containing the grid and others will be dynamically rendered according to its definition class.. Other details to be discussed. This app should feature: - Drag and Drop Functionality: You should be adept at creating user-friendly drag-and-drop interfaces. - Form Builder: A key element of this app is a customizable form builder, aligned with user needs and integrations. In terms of aesthetics and functionality, an interactive design approach is sought after. Skills and Experience: - Proficiency in Angular, and understanding of...

I need a skilled web developer who is proficient in HTML/CSS, JavaScript, and PHP to help transfer my custom coded website from the test server to the live server using terminal. Having deep knowledge in server migration, DNS and terminal operations is crucial for this task. The key tasks will include: - Safely transfer all site files and databases. - Ensure site layout and functionalities are consistent with the version on the test server. Please only bid if you are confident in your skills to prevent any downtime or data loss during the migration. Experience in similar jobs will be a major advantage.

We are looking for part-time resources who support the deployment of our Moodle based learning management system (LMS). Key responsibilities will include: - Designing content in Canva, Moodle, and iSpiring: Bring creativity and visual appeal to the content design (e.g. slides, presentations, quizzes, SCORM content, audio video material, etc). Ideal candidate should be able to manage coursework for basic CBSE curriculum (English, Maths, Science, Social Science for classes LKG-X) - Moodle site and user administration: You will be responsible for the day-to-day administration of our Moodle site. Key tasks will include user administration and course management. An understanding of Moodle administrative functionalities would be preferrable. We particularly keen on finding someone wh...

...Racket/Scheme that implements a parser in its code, controlled by an LL1 grammar of at least 5 rules and performing, for example, validation/translation of some text input. The output of the program will be e.g. input value recognition, translated text or error detection. See an "example 1" . You can use functions fot this example, but the grammar must be you own. Using of recursive descent parser is recomended - see "example 2". General rules: Note that calling a ready-made function from the library is not sufficient to accomplish this task. Your own code must contain a visible algorithm. Your program must work according to the documentation. All documentation must be written in the source code . The program must include: (in source...

...currently dealing with an issue where an existing Java code for a data processing function isn't working as expected, but I'm uncertain as to what's causing the problem. Skills and Requirements: 1. Expertise in Java: The job requires a proficient understanding of Java programming to understand and diagnose the existing code. 2. Experience in troubleshooting and debugging: As I am unsure of what's causing the problem, the freelancer needs to be competent in identifying and rectifying coding errors. 3. Understanding of Data Processing Applications: As the main issue with the code lies in its data processing function, an understanding of this will be beneficial in diagnosing and remedying the situation. Your job will be to inspect the Java ...

I'm seeking a qualified developer to create an interactive augmented reality mobile application aimed at enhancing user enga...an interactive augmented reality mobile application aimed at enhancing user engagement. The target demographic for this project is adults. Key Features: - Real-time Location Tracking - Gesture Recognition - Object Recognition I'm keen on finding an individual or team that has a proven track record in designing and developing AR applications, especially those with educational objectives. The ideal freelancer is expected to have a solid background in: - Augmented Reality - Mobile Application Development - User Experience Design - Real-time Location Tracking - Gesture Recognition - Object Recognition Experience with designin...

I need a proficient PHP coder who can write a script for me that will print images (in JPEG format) and QR codes on a...expertise in PHP • Familiarity with JPEG images and QR codes • Experience in creating scripts for printing needs, specifically on thermal printers • Understanding of cloud platform workings. Your primary task will be the creation of a script that can accurately print images and QR codes on our thermal printer, effectively facilitating bill printing for our operations. Deliver a clean, efficient code that can be effortlessly integrated and deployed on our cloud platform. An outstanding understanding of thermal printers and how they interact with script inputs will be greatly preferred. Your ability to meet this requirement will be a key part of our ...

...js with Mongoose as the ODM for MongoDB. The current issue arises when retrieving a user's chat list. The aggregation pipeline fetches chat messages for a given user, including related user information and performs various operations like sorting, grouping, and filtering based on certain criteria. Current Function: Here’s the function that handles the retrieval of user chats: javascript Copy code const userChatList = async (userId, page, language) => { try { const user = await (userId); if (!user) { throw 'User not found'; } const pageNb = parseInt(page) || 1; let limit = 10; if (['affiliate', 'admin'].includes()) { limit = 20; } if (pageNb < 1) { throw 'Invalid page'...

I'm in need of an experienced AI programmer who can develop a French , Spainese, Portugese, Chinese, Indonesia text to speech system. The purpose of this system will be to create an audio book for adults in the genre of inspiration and spiritual. The ideal candidate should have: - Proficiency in French. - Experience with developing AI text to speech systems. - Previous experience with audio book creation would be a plus. Please provide a clear plan on how you'd develop this system and your relevant experience in your bid. Thank you.

Looking for a skilled individual who can transcribe 3 hours worth of Ukrainian casual conversation audio files. The audio is of moderate quality so the capacity to understand and decode not-so-clear sounds is a necessity. • The task requires familiarity and comprehension of informal language and street talks. • No technical or industry-specific terminology included, just plain general vocabulary. • Fluency in Ukrainian and English is mandatory for this task. • Experience in transcription and translation services would be an asset. Overall, I need a precise transcription with attention to details within a reasonable time frame.

I am searching for a professional video editor with expertise in creating music videos. My primary focus is creating 39 lyrical videos for children's songs. Music audio and lyrics will be provided. Editor just needs to put everything together into a music video. Skills and Experience Required: - Proven experience in music video editing and creation, particularly in children's music. - Creativity in designing fresh, engaging lyrical videos that appeal to kids. - Flexibility in working across different music styles and video lengths. Note: The preferred video editing software is left open as I skipped that question. Hence, expertise in any one of Adobe Premiere Pro, Final Cut Pro, or DaVinci Resolve is acceptable.

I'm looking for an expert in automation and simulation to assist in a pivotal development project for my studio. The focus is on two crucial areas: 1. Automation: The aim is to automate equipment setup, calibration, audio and video editing, and lighting control. Any practical experience in these areas will be of great value. 2. System Simulation: The primary need in this area is in the simulation of electrical and mechanical systems. The simulation process should primarily test functionality and ease of use. The skill set required includes: - Experience in automation engineering - Expertise in simulation development, specifically electrical and mechanical systems - Problem-solving aptitude - Experience in testing functionality and ease of use The end goal of the proj...

...appeal and usability. Mobility is desired to facilitate versatility in placement within various environments. Key Features: 1. Elegance and Practicality: The display should exude a sense of refinement while ensuring practicality in showcasing our range of clinical skin care products. 2. Brand Reflection: Incorporation of elements that reflect our brand identity is essential, enhancing brand recognition and coherence. for Branding Changes: Design should accommodate potential changes in branding signs and skincare products, allowing for easy updates without compromising the display's integrity 4. Storage Space for Disposables: Provision of designated compartments for disposables such as q-tips, napkins, and spatulas, ensuring convenience and organization. 5. Rotational ...

Using the resources that I provide create a two stages(AKA levels) using the sprites that i provide and animate them along with a character sprite that i will also provide you with. Also create a sound class that will contain the some of the audio files given. There will be a general sound for the game that will loop. When the character does a certain action, a sound is played, whether it is the sound of a sword, jumping, whip or being hurt. When transitioning from level to level(PNG images i sent) the character will walk to the end of the screen and transition to other sprite level(other png image). *Note* Do not use game engine *Note* make use of the Rect classes in order to create the effect of collision detection in order to create the levels. *Note again* not all sounds have to...

I'm seeking an expert in Python who can help me build a system for object detection in images. I don't have a specific list of objects in mind as of now, hence your role will i...Tasks: - Develop a Python program that can accurately identify the nature of objects in any given image. - Ensure the program is adaptable to a variety of objects. - Test the program extensively for accuracy. I'm not in a hurry for this project as I value quality over speed. However, we can discuss project timelines to suit both our schedules. Ideal Skills: - Extensive experience in Image Recognition and Python coding. - Good understanding of various machine learning algorithms suited for this task. - Proven history of creating flexible, high-performance programs. I look forward to receiv...

I'm seeking the expertise of an experienced developer to create an image recognition model capable of correctly identifying specific qualities in images of men’s trousers. The targeted features include: - Style: Jeans, chinos, joggers, cargo, track pants, parachute, shorts, capri, cargo shorts. - Fit: Relaxed, skinny, straight, flared, bootcut. - Color: All. - Pattern: Stripes, plaid, solid, checks, washed, frayed, distressed, camouflage, herringbone, houndstooth. - Trims: Button trim, rivet, belt, elastic waist, buckle, zip, and drawstring. The ideal candidate will have experience with machine learning and image classification, and a strong understanding of fashion, particularly men's trousers. The ultimate goal is a tool that can be used to classify men&#...

...unique 10-digit alphanumeric code on every load. The generated codes should never replicate, regardless of how many times the page is loaded. Key Requirements: - The 10-digit codes should be a mix of letters (both uppercase and lowercase) and numbers. - The webpage should be developed using PHP. Key Considerations: - The solution you provide should ensure that the codes never repeat. Your approach in achieving this, whether it be by real-time checking, database storage, or other methods is up to you. - There is no specific requirement for the storage of the generated codes, as long as the system ensures their uniqueness. Ideal Skills: - Proficiency in PHP and web development. - Strong understanding of random code generation and uniqueness. - Experience with code...

I'm looking for an experienced animator to create a 30-second 3D animated explainer video that introduces a new product. Key Responsibilities: - Create a 30-second 3D animated explainer video - The video should be engaging and captivating, tailored to introduce our new product effectively - Incorporate appropriate visual and audio elements to enhance the message I'm looking for someone who has: - Proven experience in creating 3D animation - A strong portfolio with previous 3D animated explainer videos - Good understanding of marketing and the ability to create engaging content - Good communication skills to understand and implement my vision If you are confident in your 3D animation skills and have a good understanding of how to introduce a new product effectively thro...

Purpose The purpose of this implementation is to provide a means to connect to an IP camera over RTSP and ingest the video+audio streams using gstreamer with golang and the go-gst bindings. Once the stream is ingested we need to break-out in to children pipelines to perform various tasks such as creating HLS segments and persisting to disk for future playback and transcoding H.265 to H.264 so that the stream is compatible with the WebRTC requirement of H.264 support. Functionality The functionality demonstrated in the above diagram is broken out to: Ingest Pipeline Responsible for connecting to the IP camera over the RTSP protocol using the rtspsrc element. Once connected the pipeline needs to prepare the stream for consumption by lower pipelines as below. Segment Pipeline T...

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I'm looking for a skilled developer to create a unique, comforting feature for a teddy bear gift. - Purpose: Th...This module will record my breathing to provide a personalized and comforting experience. - Interaction: The user should be able to play back the recorded breathing by pressing a button on the teddy bear. The recorded breathing should be continuous on a loop. - Audio Quality: I prefer high-definition to ensure a clear and crisp sound. -Other Notes: I would like the module to be usb chargeable if possible. Ideally, you should have experience in: - Embedded systems or IoT for creating the recording module - Working with high-quality audio recording - Developing interactive features in soft toys or similar products If you're able to bring this project...

I'm looking for a skilled voice actor who can provide a 3-minute audio recording for a political ad campaign. With the vast array of freelancers on this platform, I'm specifically looking for the following: - Voice type: Male. Your voice will need to be disguised and unrecognizable from your natural vocal range and timbre. - Tone: Serious. This is a political campaign, so the recording should convey seriousness, subtlety, and gravitas. - Content knowledge: Although not required, previous experience working with political or advocacy content could be beneficial. The successful freelancer should have experience with manipulating their voice and conveying different moods and tones. A good understanding of the political landscape and the ability to convey this through voice...

I need a reliable audiovisual expert to install and set up a complete AV system in our large c...spaces. Key Requirements: - Experience with AV installations for large spaces, particularly conference rooms and legislative spaces. - Expertise in setting up video conferencing systems, PA systems, and projector/screen setups. - Ability to ensure seamless integration of the various AV components for optimum performance. - Knowledge of solutions that work well in large spaces to ensure clear audio and visuals for all attendees. - Prior experience in similar projects will be highly valued. Your understanding of the unique requirements of large spaces and your proven track record in AV installation are essential. Please provide examples of your previous work in this domain whe...

...looking for a song that conveys a specific emotional tone. This could be happy, sad, energetic or any other emotion. - Instruments: I would like to incorporate piano, guitar, and drums in the song. Expand your song project by incorporating techniques from the previous projects: Make a recording and import the audio into Studio One Use editing techniques (splicing, fading, transposing, and reversing audio) and plugin effects to manipulate audio (either the recording you make or audio you find--as in a song or field recording) Develop your structure beyond AABA'. Should you add an intro? What about a more free-form section that comes after the AABA? Or maybe between the B and the last A? It's up to you, but be prepared to explain how you expanded ...

I'm looking for a skilled Matlab expert who can create an interactive tutorial for beginners. Key Requirements: - The tutorial should focus on simple algorithms and functions. - It should be interactive, with a mix of explanations and practical tasks to reinforce learning. - The material should be specifically tailored for those who are new to Matlab. Ideal Skills & Experience: - Proficiency in Matlab. - Prior experience with creating educational content or tutorials. - Ability to explain complex concepts in a beginner-friendly manner. - Familiarity with fundamental algorithms and functions in Matlab. Your role will be to create a step-by-step guide that is both engaging and educational. The aim is to help beginners grasp these concepts in a hand...

I'm seeking a creative professional to develop engaging After Effects posts to increase our brand's visibility on Facebook and Instagram. Key Tasks: - Developing visually appealing posts optimized for our two chosen platforms. - Implementing strategies to increase brand recognition and engagement. Ideal Skills & Experience: - Proficiency in Adobe After Effects and Social Media algorithms. - Experience in developing brand-focused social media content. - Strong understanding of current social media trends. Please note, our target audience details are not provided—alpha versions should have universal appeal. Your approach should be adaptable based on audience analytics to be shared later.

I'm looking for a podcast editor to help me with my bi-weekly show. Key Requirement...be overly time-consuming. - I'm looking for basic editing, focusing on removing silences and "ums", repeated sentences etc - at the beginning, you should be able to work on a bi-weekly schedule to keep up with my release frequency. I’m happy to batch the episodes and begin to provide the unedited ones in bulk as we build in the future Ideal Candidate: - Experience editing podcasts or similar audio content - Proficient in tools like Adobe Audition, Audacity, or similar - able to receive them in mp3 format, and deliver them back to me in mp3 format - Strong attention to detail and commitment to timely delivery Please include any relevant experience in your proposal. Lo...

I require a competent WebRTC developer to build a screen sharing solution for me. This system should be designed for desktop use only, focusing primarily on the ability for one user to share their screen with a single other user. Requirements: • No audio is required • No chat session is required Ideal Freelancer Skills and Experience: • WebRTC expertise: The successful candidate needs to possess WebRTC proficiency, having previous experience in building screen sharing functionality. • Cross-browser compatibility: Must have knowledge about cross-browser compatibility issues and ways to work around them. If you meet the skills and experiences stated above, please feel free to tender your bid.

I have a medium volume of handwritten documents, roughly 22 pages (not full pages), that need to be converted into a Word document. Skills and Experience: - Proficient in handwriting recognition - Experience in converting handwriting to digital text - Expertise in Word document formatting - Ability to follow specific guidelines accurately - Strong attention to detail I attatched the handwritings in the pdf file and i need those handwritings of every page to be in the form of the lesson plan document i need it to be finished maximum in 2-3 days thnx

...prevent fraudulent activities and provide enhanced security. Key Responsibilities: - Develop a robust facial biometric validation system with a high level of accuracy - Integrate the system seamlessly into both a mobile and web application - Implement features that support identity verification Ideal Skills and Experience: - Proficiency in developing biometric systems, particularly facial recognition technology - Prior experience in creating and integrating systems into mobile and web applications - Familiarity with various identity verification techniques - Strong understanding of security and fraud prevention measures The candidate should have excellent problem-solving skills and be able to deliver a reliable, secure, and user-friendly system that meets the high standards of...

Hello Everyone, I require an expert in #PineScript for the creation of developing some extra features and do some adjustment for an existing XABCD pattern indicator. Key Requirements: - Develop an accurate, efficient, and reliable trend indicator using #PineScript. - Ability to add alerts to the indicator. - Ability to implement live data (for predic...efficient, and reliable trend indicator using #PineScript. - Ability to add alerts to the indicator. - Ability to implement live data (for prediction) - Other details will be specified. Ideal Candidate: - Proficient in #PineScript. - Experience in developing complex financial indicators. - Understanding of XABCD patterns and their nuances. - Strong attention to detail for accurate pattern recognition. Detail will be discussed in...

...broadband access network in MATLAB, utilising TDMA, FDMA, and CDMA. While I have a solution in place, it needs improvement in network performance and data analysis, and requires a detailed report with clear conclusions. Key requirements include: -Fix TDMA code, explain which data is there and how are they managed, so that it doesn't look like some generic theoretical text, but more like: "this user and that data does this and that"... see the sequence of symbols (TDM) for each user by his time slot? The ideal candidate should have: - Proficiency in MATLAB and network simulations -Know communications - Proven experience in data analysis and reporting - Excellent communication skills to ensure the report is clear and insightful. Your deliverables wou...

I am looking for a professional and experienced Hindi voice artist for an audiobook project targeted towards Adults. Key Criteria: - The audiobook is extensi...am looking for a professional and experienced Hindi voice artist for an audiobook project targeted towards Adults. Key Criteria: - The audiobook is extensive, more than 300 pages - Proficiency in Hindi and an understanding of teenage dialogue would be highly valued - Past experience with Hindi Audible or audiobook narration is necessary Required Skills: - Voice Acting - Audiobook Production - Audio Editing - Experience with teenage-targeted narratives Please provide samples of your previous work along with your bid. I look forward to hearing your captivating voices that can truly bring this story to life for our teenage...

I need a capable Android app developer who is adept at handling MIDI and SoundFont files. Main tasks revolve around: - Compatibility: The created app must be specifically compatible with Android phones as the main target platform. - Features: The crucial functionality needed is playback control for MIDI and SoundFont files. This implies appropriately managing these files and ensuring smooth audio playback in different scenarios. - Interface: The envisioned user Interface for the app is sleek, simple, and minimalist. We aim for user-friendly engagement without overwhelming users with too many options or design elements. Ideal Skills: - Proven experience in Android app development. - Fundamental understanding and prior work with MIDI and SoundFont files. - Great UI/...

If you are good in python or Matlab and willing to work with me on something interesting. Apply Please

As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and eff...

I am in need of an experienced Shopify developer who is knowledgeable in theme coding. My website displays prices in multiple currencies, integrated within the theme code itself instead of using an app. The specific issue is that while the regular price is showing correctly in all currencies on the product pages, the discounted price does not show with the sale tag in other currencies other than the default currency. When i am customizing the theme it shows the currency with discounted sale price and the tag. However when I view it separately it doesn't show it. I have attached images below of what needs fixing! I have circled what is missing when people view my store in Euros, i have also attached what i want it to be, this is what it looks like when im editing but when i p...

I am looking for a skilled professional to assist in a computer vision project focusing heavily on object recognition. The main task targets de-hazing and de-raining the Yolo. Key requirements for the project: - Strong proficiency in computer vision concepts, particularly object recognition. - Previous experience with YOLO (You Only Look Once), or other real-time object detection systems. - Solid understanding of image or video analysis and manipulation such as de-hazing and de-raining processes. The project timeline is critical as I need this completed within a month. If you believe you possess these skills and can meet the given timeline, I look forward to your bid. Note : i will work on Yolo i only need the Dehazing and De-raining and the output of them must be input...

... I'm seeking an experienced engineer to design a PID controller specifically for an electronic system. Key Deliverables: - A well-documented PID controller design suitable for an electronic system - Implementation of said design using the Matlab software - Development of a transfer function and a root locus tool - Comprehensive modeling of the proposed system incorporating the design Skills & Experience Required: - Experience in controller design, specifically PID controllers - A deep understanding of electronic systems - Proficiency in using Matlab for system modeling and controller design - Familiarity with root locus methods for stability analysis - Capacity to develop effective transfer functions for complex systems This is a highly technical project, byp...

This project is for training AI face recognition. Newbies are welcome! Countries who can apply India, Indonesia, Thailand, Pakistan, Nepal, Brazil. Your data won't be in public and will be used only for R&D of AI technology. 1. At least 8 pictures per person. 2. Selfie must be portrait without effect/filter/editing. 3. The pixel must be over 1080*1080. 4. Collecting selfie picture (close up picture). You can join with your friend or family. *All pictures must be with PERMISSION from the owner! *Please apply only if you can submit 100 PEOPLE'S PICTURES! The budget is for 100 people's pictures.

As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and eff...

Hi Vesna, I just came across your profile and I'd like to check if you have time for a project for us today. We're a translation company in Amsterdam and for one of our clients we need to transcript an interview (from audio to text) and then it needs to be translated into English. I'd like to ask you if you're interested and available for this project. It's quite urgent (client would like to receive it Monday morning ideally). The file is 52 minutes long and we can tell you how to get this converted to text (the website we use), but then it needs to be checked thoroughly, which will take several hours (I think 4 to 5). And then it needs to be translated. Would you be interested in this project and do you think you feel comfortable doing this work? Looking fo...

I'm seeking a talented professional who can revamp the static loading screen of my DayZ server. This entails integrating a system where 6-8 handpicked D...outlined above. Moreover, I'd like for the default DayZ menu music to be replaced with a custom track that aligns with the theme of the images. the project must be a finished PBO that I just publish on steam and install the mod on my server Skills and Experience: - Proficiency in working with the DayZ game's assets - Strong UI/UX design skills - Experience in customizing game loading screens - Audio editing skills for music replacement - A strong understanding of dark, betrayal, distrust, and despair themes in design. If you're a creative and technically skilled professional who can bring this vision to li...