ls ~/projects
A collection of research projects, coursework, hackathon wins, and industry work exploring AI systems, multimodal learning, and practical applications.
Engineered an activation-steering pipeline inducing confident personas without fine-tuning. Achieved 95% uncertainty reduction through direct manipulation of model activations, ablated on Llama 3.1 8B & Gemma 2 2B.
Supervised fine-tuning of NeuTTS-Air on a proprietary Arabic dataset achieving 30% WER. Work conducted in Prof. Bhiksha Raj's lab at CMU.
Built a Llama 3.1 8B agent with tool use capabilities, MongoDB reservations, and RAG retrieval for restaurant recommendations and bookings.
Implementation of Retrieval-Augmented Generation with source citations for financial document analysis. Built with FAISS, ChromaDB, and multiple LLM backends.
Devised a Portuguese pronunciation scorer using acoustic-waveform similarity & DTW (no STT). First place winner.
Built a real-time yoga pose estimator with joint-angle feedback & a ChatGPT assistant for corrections and guidance.
Developed a hospital scheduler pairing CNN skin-disease diagnosis with traffic-aware allocation for optimal patient routing.
Crafted a dev-tool suite: code-to-flowchart converter, complexity metrics analyzer, and malicious-commit detection system.
Architected a multi-agent pipeline on Adobe's orchestration library—sequential agents for requirement extraction, module retrieval, and scenario stitching—automating plaintext-to-Fusion conversion. Advanced to top-24 semifinalists worldwide.
Built a Workfront Fusion documentation tool that parsed scenario JSON to flag orphan nodes and generated AI summaries into an auto-populated Word template, cutting documentation time 70%.
Deployed an AI agent natively inside Workfront Fusion with @-mention commands (generate, edit, caption) calling ChatGPT, Photoshop, and Stable Diffusion APIs, reducing campaign turnaround from weeks to hours.
Trained and quantized ResNet, Inception, and MobileNet classifiers for real-time edge estimation of ingredient cooking levels. Applied zero-shot CLIP for oil/water pan detection.