Experience

My various previous 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.

About Me: AI Enthusiast

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