STEM Challenge: Create Original Advanced Problems

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@OlektraGroup

Hi. I understand you need original, high-complexity STEM problems to stress-test frontier AI models, and I can deliver these without any automated assistance. **Experience & Approach** I recently developed a custom CNN-based pattern recognition system and handled complex MRI reconstructions, requiring rigorous mathematical formulation and clean, production-ready Python implementations. For your Robotics/RL tasks, I use a modular pipeline approach, ensuring the mathematical constraints in LaTeX align perfectly with the executable Python logic. I have a strong background in debugging and validating AI research code, ensuring 100% originality through manual derivation rather than template-based generation. **Availability** I can produce 4–5 problems per week with complete documentation. Given the focus on AI reasoning, are you looking for problems that emphasize edge-case failure modes in RL agents or symbolic-to-numerical translation errors?

@softsolution2000

I am a researcher with a PhD in Computer Science specializing in Reinforcement Learning. I have experience in writing clear, rigorous solutions and algorithms in LaTeX and Python. I am available to produce 4 problems per week. I understand the strict quality requirements and am confident in my ability to create 100% original and challenging problems. Looking forward to the opportunity to showcase my expertise in STEM problem creation. See the above links please. Please go through my profile its 15 years old see the work I did over the years. ---> No Win No Fee means that your satisfaction is my utmost priority. <---- Lets discuss the job details. Moreover, I am willing to start the job and perform tasks without even being hired; it is just to show my commitment to this project. Looking forward to hear from you. Regards Shah

@mayankinnovative

My name is Mayank and though my specialization falls under WordPress and Laravel application development, I’ve developed impeccable skills in machine learning and Python as well. Over the course of my 20+ years in the field, I’ve built a reputation for creating clean, maintainable solutions that are scalable even as businesses grow - a skill that will be especially useful in developing these high-stake, highly complex problems for your AI model evaluations. Moreover, I understand that originality and rigor are crucial to this project, and I can assure you nothing but 100% of both. My comprehensive grasp on LaTeX and my ability to express myself in Python reliably and transparently make me an ideal candidate for generating tasks across different domains of STEM. I have no intention of relying on AI-generated programs or copying problems because I believe in producing meticulously crafted tasks from scratch. Drawing from my education in Computer Science as well as years of experience working with advanced algorithms, I am confident in my capacity to meet the demanding requirements of this project at a university master's or PhD level. Even though this might not be exactly what I've been involved with lately, the challenge intrigues me. Your satisfaction is my top priority and I would love to have an opportunity to prove mijn self!

@gameprogrammer13

I can help you build this bot. I'll use Python and asyncio to handle the core logic. I prefer keeping the architecture clean and avoiding unnecessary dependencies. Happy to discuss your specific requirements whenever you're ready.

@alizain721

Hello, I will author 20 original, graduate or PhD level STEM problems with rigorous LaTeX statements and proofs plus executable, tested Python solutions for the computer science domains. I hold an MS in Computer Science specializing in Robotics, Computer Vision and Reinforcement Learning and I authored 40 original graduate level problems used in an MS Robotics course. My work spans control theory, RL algorithm design, and geometric vision, and I deliver clean LaTeX and production ready Python code. I can produce four problems per week with full solutions and tested code where required, and I will follow your 100 percent originality and no-LLM rules. Would you prefer all 20 problems concentrated in a single domain or distributed across Robotics, Reinforcement Learning and Computer Vision? Happy to jump on a quick chat. Ali Zain

@ashinnd84

Hello there, we are a team of AI/ML Automation Web and Mobile App Developers. We can do this project in no time. Please, send me a message to discuss the work. Thanks Ashish Kumar.

@mahads31

Hi, Could you share which STEM domains you're currently prioritizing and the expected timeline for delivering the full set of problems? My background includes developing mathematically rigorous, well documented technical solutions with strong experience in Python, algorithms, and structured problem solving. I can produce original, carefully verified work that follows your formatting and quality requirements, and I'm comfortable working with LaTeX, executable Python where required, and maintaining clear communication throughout the review process. Once I review the detailed brief, I'll confirm my availability, expected delivery schedule, and the number of problems I can complete each week. Regards, Mahad Sheikh

@dataspro

Nice to meet you , My name is Anthony Muñoz, I express my interest in working on your project after carefully reading the requirements and concluding that they match my area of knowledge and skills. I am currently the lead engineer for the IT agency DSPro and I have more than 10 years of experience in the field. I have successfully completed a large number of similar jobs and I consider your project to be a challenge in which I would like to work and be able to make it a reality. Please feel free to contact me, it will be my pleasure to help you. I greatly appreciate the time provided and I remain attentive to any questions or concerns. Greetings

@codeandcommand

Creating 20 problems that are truly advanced but still solvable is the hard part. The robotics and computer vision sections are where most problem sets fall flat. I work daily with Python, ML, and robotics, so I can write problems with real depth and full solution sketches. Five days to deliver all 20. Can start today. Treat the bid as an initial number. Want me to send two samples first so you can check quality?

@qualityxenter

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter

@adriank06

Hi, I hold a Master's degree in Artificial Intelligence, with my graduate coursework and research focused on reinforcement learning and computer vision — so those are the two domains I'd pick. My thesis work involved formulating optimization problems around retrieval and ranking, and I've spent the last few years as a working ML engineer, which means my Python is production-grade, not notebook-grade. I write LaTeX regularly and I'm comfortable producing rigorous worked solutions: problem statement, formal setup, uniquely determined answer, step-by-step derivation, and clean executable code that verifies the result numerically. Availability: I can produce 4-5 problems per week alongside verification code, so the full set of 20 in about 4-5 weeks. I'd rather keep that pace and have every problem survive your originality checks than rush. I've read the rules carefully — everything authored by hand, nothing from textbooks or existing datasets, no LLM involvement at any stage. Happy to provide the one sample problem in chat whenever you initiate. Best, Adrian

@alluankit01

Hi, I can create 20 original graduate-level STEM problems with rigorous solutions and executable Python code, focusing on [your strongest area: Robotics/Control, Reinforcement Learning, Computer Vision, Mathematics, or Physics]. My academic and technical background includes [your actual degree/research background], with experience in mathematical modelling, algorithm design, Python, LaTeX, and developing verifiable technical solutions. My approach is to design each problem from first principles, confirm that it has a uniquely determined answer, write a complete step-by-step proof or reference solution, and independently test all Python code before submission. For CS-based tasks, I’ll provide both the mathematical formulation and a clean executable implementation. I understand the strict originality, no-plagiarism, and no-AI requirements. Every accepted problem, solution, and code file will be created independently and checked for correctness, originality, and reproducibility. I can produce approximately 3–4 high-quality problems per week and complete all 20 within 5–7 weeks. I’m also prepared to provide the requested short graduate-level sample in chat after shortlisting. Best regards Ankit

@shahzaib81829

I am an Electronics Engineer with three years of professional experience in robotics, control systems, embedded systems, signal processing, and Python-based algorithm development. I am confident in creating original graduate-level problems with rigorous LaTeX formulations, step-by-step solutions, and clean executable Python code. I would be pleased to provide the requested short sample directly in the chat after shortlisting.

@iterativeTech

As an AI & Cloud Data Engineering Specialist, with a focus on driving results through advanced AI/ML solutions, I possess the necessary skills and experiences to excel in your STEM Challenge project. With my deep technical expertise in machine learning, which includes NLP models, recommendation systems, and generative AI applications, I can create original complex problems aligned with the strict quality requirements you've listed. My proficiency in Python, LaTeX, TensorFlow, PyTorch, and more positions me to deliver exceptional problem tasks that require both mathematical formulation and code implementation, especially in domains like Robotics, CV, RL. I hold a graduate degree in Computer Science and have amassed significant experience across varied industries such as finance, healthcare, insurance - a testament to my versatility and adaptability. My previous responsibilities encompassed data processing and manipulation on cloud platforms like AWS and Azure using technologies similar to those required for this project. Thus not only can I generate problems at the desired difficulty level, but also ensure that they're tailored to test frontier AI models' reasoning capabilities effectively. In summary, I am not just an ML expert who delivers outputs; I am dedicated to creating value for your organization. Through my ability to transform data into business outcomes and design scalable solutions aligned with business objectives – your project's goals remain my priorities.

@SkillCrafts

I understand you're looking for 20 original, advanced STEM problems designed to rigorously test AI reasoning, similar to how challenging benchmarks like the MATH dataset or challenging robotics control tasks push model capabilities. My background in developing novel algorithmic challenges for complex systems directly aligns with this need. My approach will involve leveraging established theoretical frameworks within Robotics, Computer Vision, and Reinforcement Learning to construct problems that require multi-step reasoning, generalization, and potentially novel application of learned principles. I'll utilize a combination of symbolic manipulation tools for mathematical formulation and simulation environments for validating problem solvability and difficulty. The process will involve iterative refinement, ensuring each problem presents a unique, non-trivial challenge. How do you envision the scoring or evaluation criteria for these problems to ensure consistent assessment of AI performance? Are there specific cognitive abilities you are most interested in probing with these challenges? I'm eager to discuss how my expertise can contribute to creating a robust evaluation suite.

@ElecHamza

Hi, As an engineering researcher specializing in control systems and robotics, I work extensively with advanced mathematical modeling and python validation. I can author original, doctoral level problems combining rigorous theoretical formulations in LaTeX with clean, executable code. I am available to deliver four highly complex, human generated problems per week. I understand your evaluation process and am ready to provide a graduate level sample directly in the chat. Best regards

@NEHABHAT92

As a seasoned Python developer and problem-solver, I believe my skills align perfectly with your project requirements. With a graduate degree in Computer Science and over 9+ years of hands-on experience in web and mobile app development, I have honed my abilities to conceive, create, and deliver complex solutions - often under tight deadlines. My proficiency in LaTeX and Python further complements this project's unique demands. Developed over years of creating intricate algorithms to drive efficient code execution, my skills will enable me to not just craft rigorous, graduate-level stemmed problems but also provide step-by-step proof or code solutions that adds exceptional value to your needs. Lastly, I recognize the non-negotiable nature of originality and pledge my commitment. All my work is 100% authentic with no trace of plagiarism, aligning perfectly with your need for unique problem formulation. With this complete assurance of quality from my side, I sincerely look forward to working with you on this exciting endeavor for AI-driven frontier models that challenge even the best minds!

@mussaibb7

I'm excited to tackle the STEM Challenge, creating 20 original advanced problems that push the boundaries of robotics, computer vision, and machine learning. As a seasoned expert in these domains, I'm confident in my ability to deliver exceptional results. Given the emphasis on pipeline reliability, preprocessing, extraction quality, latency, reproducibility, and confidence handling, my primary technical insight is that a robust preprocessing step is crucial to ensure the quality of extraction and output. This involves carefully selecting and tuning the relevant algorithms, such as those in Matlab and Mathematica, to effectively handle real-world inputs. My relevant experience lies in computer vision and ML delivery, where I've successfully built and deployed systems, including a GPT-4 clinical document automation pipeline that reduced turnaround time from 3 days to 18 hours. I'm also skilled in Python, with experience in working with large datasets and developing reusable code.