Work
A selection of my recent work experiences.
Remote Position June 2023 - Dec 2024
- Collaborated with team lead and product manager to develop several data extraction, parsing, and analysis tools and products.
- Fine-tuned Large Language Models with custom data to meet specific customer requirements.
- Implemented AI tools to facilitate the expansion of the company into data parsing with Artificial Intelligence.
- Developed and maintained a data extraction and parsing tool that is used by the company's clients.
- Technologies: Pytorch, Google Cloud, Gpt4All, Langchain, ONNX Runtime, Transformers, Speech Recognition, Image Recognition and Analysis, Data Visualization.
Retainer Contract February 2024 - Present
- Developed applications that facilitated the sales of cutting edge research equipments.
- Executed production scale processes and web scraping to increase efficiency of the marketing team by 900%.
- Implemented and deployed a web crawler that can produce over 3000 targeted prospects in a day.
- Scaled deployed applications to generate leads leading to sales worth millions of dollars.
- Technologies: Langchain, PostgreSQL, Nginx, FastAPI, Playwright.
Remote Contract August 2024 - December 2024
- Implemented complex feature-complete backend functionalities that outperformed projected performance by over 90%.
- Designed and implemented an efficient microservice architecture that improved the company's development speed by 50%.
- Deployed and maintained a scalable backend infrastructure that can handle over 100,000 requests per second.
- Technologies: FastAPI, PostgreSQL, Redis, Redis Stack, SQLAlchemy, Alembic.
Remote Position October 2024 - Jan 2025
- Trained and deployed machine learning models on the predictive analysis of NBA and NCAAB games.
- Developed models that outperformed the industry standard by 20%.
- Technologies: Digital Ocean, FastAPI, Scikit-learn, Pandas, Numpy, Matplotlib, Seaborn.
Remote Contract May 2024 - June 2024
- Implemented Retrieval Augmented Generation to make an LLM function as a fencing coach.
- Dockerized and deployed docker images and databases for the AI application APIs to AWS.
- Securely deployed the FastAPI production app to AWS AppRunner Services.
- Technologies: FastAPI, PostgreSQL, AWS, Langchain, Pytest.