Abhaya Ravikumar

Bachelor's Computer Science and Engineering

• Software Construction, Design and Analysis of Algorithms, Computation Structures, Machine Learning, AI Decision Making and Society, Advances in Computer Vision
• GPA: 4.8/5.0

• Created a DSPy, declarative self-improving framework to continuously optimize LLM prompts as new queries are added
• Built optimized LLM chain using examples from text-to-SQL dataset, allowing for real-time optimization with each query
• Merged DSPy code and LLM evaluation through RAG into production successfully

• Created and evaluated deep learning (DL) models to map audio to neural code to improve the accuracy of hearing aids
• Utilized TensorFlow to build/train networks with different audio inputs to model normal hearing to neural signals

• Developed Python software that utilizes reinforcement learning with music to perform autonomous robotic movement
• Working to connect large language models (LLM and GPT4) to robot motion gait parameter outputs
• Created a pipeline that connects robot sensor velocity data and LLM prompts to execute motion in various environments

Designed and built an industrial mill to grind shea nuts for Ayirkasa, a women-led Ghanaian social enterprise. (Published Blog)