Welcome to my Portfolio of Machine Learning & AI Projects
Where I show you how I can make an impact on your business
Experience
My various previous AI and ML experience
Built a multi-agent system that builds other agent systems with Open AI’s Swarm Experimental version with a team of 4.
Evaluated multiple API connections to integrate with agent-generated Python scripts.
Radical AI Quiz Generator
September 2024 — 2024
Machine Learning Intern at ICRA
June 2022 — September 2022
1st AI Hackathon Winner
November 2024
Engineered a LLM-powered quiz generator that chunks input PDFs into text for question and answer generation with Langchain, vector database, and Gemini API.
Made a simple Streamlit App as a demo to prototype ideas.
Designed a Python algorithm with OpenCV and Numpy to split videos into images and optimized a computer
vision model to count agricultural products with TensorFlow object detection API and Keras.
Improved prediction accuracy from 75% to 85% by curating a high-quality dataset with image augmentation.
Built a financial advising chatbot using LlamaIndex, Cohere LLM, and Qdrant Vector Database.
Designed a prompt template for the LLM to give structured outputs based on different types of questions to retrieve and programmed Python scripts to take actions (retrieve, calculate, advise) based on the output given by the LLM model.
Capstone Project with Vedya Labs
January 2025 — April 2025
I am an AI driven...
Enthusiast, Content Creator, Engineer, Writer
I am a Duke master's student specializing in AI. Here, you find my projects in traditional machine learning, computer vision, and NLP where I demonstrate my skills and contributions to the industry.
4+
10+
Data Science Projects completed to date
Years of Experience with Data Science and Machine Learning