Projects

My team and presented a solution for real-time scam call detection incorporating AI for voice transcription and processing, providing real time feedback within 30 seconds of call. We did this by deployed WhisperX speech to text library on github for transcription, alignment and identification of speakers and gemma 2.0 LLM model for speech processing

Presented innovative solution to produce biochar using food waste by microwave pyrolysis for nutrient adsorption. Experimented on solution extensively over 2 month period Implemented method to create oxygen poor environment (under 5% oxygen concentration) by pumping nitrogen to displace oxygen in the container. Produced functional biochar through microwave pyrolysis at 500W for 15 minutes

Established LLM model training pipeline including data retrieval, cleaning and storage using pandas library in python. Fine-tuned Llama-8b model using Amazon SageMaker platform, achieving 93% model performance according to specific benchmarks