I am a Data Scientist and Machine Learning Engineer with a strong background in developing AI solutions for complex business problems. Currently pursuing a Bachelor of Science in Data Science at the University of Chicago, I specialize in machine learning, data analysis, and building scalable AI systems.
Chicago, IL
Bachelor of Science in Data Science
Sept 2020 - Dec 2024
• Machine Learning (Scikit-Learn, PyTorch, Classification)
• Statistical Models and Methods (R Studio)
• Introduction to Computer Science (C++)
• Engineering (Javascript, HTML, CSS)
Data Science Institute - Research and Education
Sept 2024 - Present
Chicago, IL
• Leading the development and deployment of a LLM chatbot using Open-WebUI for Invenergy, enabling employees to use natural language to query documents stored in a PostgreSQL database
• Implementing an automated data ingestion pipeline, leveraging a sentence embedder and a custom RAG model with LLaMA to generate responses from retrieved texts
Data Science Institute - Research and Education
Mar 2024 - Jun 2024
Chicago, IL
• Led a project for Reveal News, creating a data pipeline that enabled public benchmarking of company safety rankings by analyzing workplace injury data from government sources and tracking injury patterns across over 250 companies
• Developed ML algorithms to identify shifts and trends in workplace injuries, presenting detailed findings and facilitating data-driven safety improvements across industries
Leyton - Consulting
Jun 2023 - Sept 2023
Morocco, Casablanca
• Developed a web scraping pipeline to extract relevant information from company websites, enabling the identification of potential clients with tax credit and R&D needs for the consulting teams
• Enhanced an industry classification model, increasing the F1-Score by 15% across 69 industries through iterative tuning
• Optimized and scaled a pipeline to classify 100,000 companies in just 2 days, achieving a 97% reduction in processing time
BioGroup - COVID Testing Lab
Jun 2022 - Sept 2022
London, England
• Streamlined inventory management by conducting data analysis, delivering actionable insights through Power BI dashboards to ensure efficient tracking of clinic supplies and prevent stockouts
Mar 2023 - Jun 2023
Chicago, IL
Designed a Checkers bot with both TUI and GUI, providing real-time move suggestions through SmarterBot for enhanced strategic gameplay and responsive, dynamic move recommendations.
• French (Fluent)
• English (Fluent)
• Python
• SQL
• Docker
• Tensorflow
• PyTorch
• Jenkins
• JavaScript
• C++
• R Studio
• Power BI
• MATLAB
• Prompt Engineering
• Scikit-Learn
• Docker
• Jenkins
• Kubernetes
• AWS
• GCP
• PostgreSQL
• LLM
• Classification
• Feature Engineering
• Supervised Learning
• Unsupervised Learning
• NLP
• XGBoost
• Snowflake
• Big Query
• Hugging Face
• Ollama