You will get CUSTOM LLM IMPLEMENTATION & DEPLOYMENT
Project details
Do you want to leverage Generative AI for customer support, knowledge-base Q&A, or other specialized tasks? I will help you implement a custom Large Language Model (e.g., GPT-4, Claude, Llama) suited to your business needs. My process includes:
Gathering requirements and clarifying your AI objectives.
Designing a Proof-of-Concept (POC) chatbot to validate your idea.
Adapting the LLM solution to run on your hardware or chosen environment.
Delivering a clean, production-ready codebase, fully documented and ready to integrate.
My background includes:
High-frequency trading experience at Tower Research
Building quantum physics setups in a Nobel Laureate’s lab
Founding and coding AI startups (e.g., sinecure.ai, valued at $20M+)
You’ll get a reliable, scalable solution that transforms your data into valuable insights or automated responses, all while maintaining high quality and security standards.
Gathering requirements and clarifying your AI objectives.
Designing a Proof-of-Concept (POC) chatbot to validate your idea.
Adapting the LLM solution to run on your hardware or chosen environment.
Delivering a clean, production-ready codebase, fully documented and ready to integrate.
My background includes:
High-frequency trading experience at Tower Research
Building quantum physics setups in a Nobel Laureate’s lab
Founding and coding AI startups (e.g., sinecure.ai, valued at $20M+)
You’ll get a reliable, scalable solution that transforms your data into valuable insights or automated responses, all while maintaining high quality and security standards.
AI Algorithms
Large Language ModelAI Applications
AI Chatbot, AI Content Creation, AI-Generated Code, Conversational AI, Natural Language Generation, Time Series Analysis, Time Series ForecastingAI Development Language
PythonAI Tools
GitHub Copilot, Gradio, Hugging Face, PyTorchAI Models
ChatGPT, GPT-4, LLaMA, Stable DiffusionWhat's included
| Service Tiers |
Starter
$1,599
|
Standard
$1,999
|
Advanced
$2,999
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 0 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$599
Additional Revision
+$99
2 reviews
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KH
Kirk H.
Apr 7, 2025
AI Trading Bot Test Project
Working with Gael has been an exceptional experience. He brought a high level of technical expertise and professionalism to a very complex project involving E*Trade API integration, automated trading logic, Telegram confirmations, and FastAPI deployment.
He delivered a fully working prototype that not only met all the core requirements but also came with a clean interface, well-documented codebase, and thoughtful engineering decisions. Gael was proactive in problem-solving, communicated clearly, and was always one step ahead in anticipating what would be needed next.
He handled OAuth flows, browser automation with Playwright, API rate limits, and deployment considerations with precision. Even more impressive—he delivered on time, offered scalability options, and was willing to go the extra mile with post-delivery support.
If you’re looking for someone to develop high-quality trading tools or build sophisticated backends with clean architecture, I highly recommend Gael.
He delivered a fully working prototype that not only met all the core requirements but also came with a clean interface, well-documented codebase, and thoughtful engineering decisions. Gael was proactive in problem-solving, communicated clearly, and was always one step ahead in anticipating what would be needed next.
He handled OAuth flows, browser automation with Playwright, API rate limits, and deployment considerations with precision. Even more impressive—he delivered on time, offered scalability options, and was willing to go the extra mile with post-delivery support.
If you’re looking for someone to develop high-quality trading tools or build sophisticated backends with clean architecture, I highly recommend Gael.
AM
Adeline M.
Feb 7, 2025
Generative AI Consultation: Optimize LLM-Powered Chatbot Performance
Working with Gael was a fantastic experience. He brought exceptional insight and precision to our project by quickly diagnosing issues with our LLM-powered chatbot and offering actionable recomendations. His comunication was top-notch, he is incredibly enthusiastic, always responsive, and thorough in his explanations.
Gael is extremely detail-oriented and has a remarkable ability to define the project's boundaries right from the start. He proposed innovative alternative solutions while effectively ruling out approaches that would have been overkill for our need. His balanced and pragmatic approach ensured that we stayed on track and focused on what truly mattered.
I would highly recommend Gael to anyone seeking expert assistance in generative AI.His expertise not only delivers improvements to our chatbot’s performance but also provides us with strategic insights for future development. I look forward to collaborating with him on future projects.
Gael is extremely detail-oriented and has a remarkable ability to define the project's boundaries right from the start. He proposed innovative alternative solutions while effectively ruling out approaches that would have been overkill for our need. His balanced and pragmatic approach ensured that we stayed on track and focused on what truly mattered.
I would highly recommend Gael to anyone seeking expert assistance in generative AI.His expertise not only delivers improvements to our chatbot’s performance but also provides us with strategic insights for future development. I look forward to collaborating with him on future projects.
About Gael
Generative AI, Python Expert, Startup CTO, Algo Trader, PhD Physics
100%
Job Success
New York, United States - 12:55 am local time
🏆 Top 0.6% Python Code Expert (Legend League in coding competition platform)
🏆 PhD in Quantum Physics, built apparatus and code in Nobel Laureate's lab
🏆 Founded and coded from scratch sinecure.ai (valuation $20M+)
🏆 Worked in major New York High-Frequency-Trading groups, including Tower Research flagship group
Key strengths and skills:
🦾 EXPERT in modern Python ! I can code a Proof-Of-Concept for you in no-time. LLM, AI, visualizaton,...
🦾 Highly experienced and versatile AI expert, specializing in Generative AI, Large Language Models (LLM), Agentic Systems, Machine Learning, Time Series Forecasting, Deep Learning, Natural Language Processing (NLP), Computer Vision, and Data Science.
🦾 Extensive Prompt Engineering experience with many different LLMs and systems like OpenAI GPT-4o/o1, Claude 3.5 Sonnet, Llama 3, LM Studio, Groq,...
🦾 Skilled in getting AI projects to production with frameworks like Langchain, LlamaIndex, LangServe, MemGPT and other cutting-edge AI tools
🦾 Proficient in ML frameworks (TensorFlow, PyTorch, scikit-learn) and programming languages (Python, C++) and full stack (Django, FastAPI, Vue, GCP,...)
🦾 Decade-Plus in Complex Systems: From quantum physics labs (where I built laser-based experiments from scratch) to high-frequency trading platforms. I thrive in technically challenging environments.
🦾 Rapid Problem Assimilation: I ask sharp questions early, so I can quickly “see the whole picture” and spot opportunities others might miss.
🦾 Outside-the-Box + Inside-the-Box: I have a knack for creative solutions, but I also respect the real-world constraints—especially in regulated or safety-critical settings. (Pilot’s mentality!)
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THE QUESTION you ask yourself before hiring a consultant is:
“Will this person truly get my problem and deliver fresh and actionable insights and great outcomes — or will they waste our time and budget?”
I’ve been on that side of the question. After working with dozens of coders and scientists, I know how frustrating it is when someone only barely understands the project — or worse, when they mostly understand the project (yikes!). They end up missing key nuances, and you’re left cleaning up the mess.
What I bring to the table is a combination of unusual speed in grasping complex problems plus the discipline to comply with real-world constraints. (Being a pilot and airplane owner trains you to take processes and precision very seriously.)
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Why Generative AI is Different:
If you’re reading this, you’ve likely noticed the seismic shift in technology sparked by models like ChatGPT-o3 and, more recently, the buzz around breakthroughs like “Deepseek-R1.” Businesses everywhere are scrambling to adopt LLMs and Generative AI. And it’s about time—these models are powerful, but only if you use them correctly.
I’ve been watching, tinkering and applying professionally the tools from the root of this revolution since 2015, well before ChatGPT existed. I’ve seen the hype, the pitfalls, and the massive potential when these models are integrated properly.
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So, to answer your most likely questions:
• Yes, it can be remarkably straightforward to spin up an LLM—even out-of-the-box—to process your documents, data, or entire knowledge base, then create a user-friendly interface around it. (You don’t have to retrain the model from scratch to get big value.)
• Yes, far too many people misunderstand how LLMs actually work, resulting in disappointing outputs. Prompt engineering, context handling, and effective data structuring really matter.
• Yes, you can keep everything on-premise and offline.
How I Can Help You
• LLM Consultation & Strategy: Assess your needs, identify QUICK WINS, and guide you on whether specialized training, “prompt engineering,” or out-of-the-box solutions make sense.
• Implementation: Build or integrate the right frameworks (on-prem or in the cloud), ensuring your generative AI solution is cost-effective, scalable, and actually useful.
• Problem-Solving & Optimization: If you’ve already started an AI initiative and aren’t getting the results you expected, I can diagnose and fix the root issues—usually faster than you think.
• Ongoing Support: AI is never “set and forget.” I’ll help refine and maintain your LLM-driven tools, so they evolve with your business and data.
Why Me?
• Experience: I’ve navigated the worlds of academic research, startup chaos, and corporate finance—always delivering tangible results.
• Integrity & Rigor: I value precision and clear processes.
• Future-Focused: I’ve kept an eye on the AI revolution before it was trendy, so I won’t try to sell you hype—I’ll give you real talk and real solutions.
• If you’re ready to harness the power of LLMs—without the usual pitfalls—let’s connect. I’m here to ensure your AI project is a genuine game-changer, not just a buzzword.
Shoot me a message, and let’s take your business into the Generative AI era the right way.
Steps for completing your project
After purchasing the project, send requirements so Gael can start the project.
Delivery time starts when Gael receives requirements from you.
Gael works on your project following the steps below.
Revisions may occur after the delivery date.
Review of Requirements & Specific Needs
I’ll gather your initial goals, data sources, and any constraints, ensuring we have a clear understanding of what you need from the LLM solution.
Proof-of-Concept Chatbot Creation
I’ll develop a basic chatbot to demonstrate feasibility, validate your idea, and show early results.