Full-Stack AI Engineer building production-ready systems — RAG pipelines, vision models, and LLM-powered applications. Leveraging modern AI-assisted development workflows to move fast without compromising quality.
My Stack
TOOLS I BUILD WITH
Multi-tenant support agent builder that resolves customer queries via a router→retrieve→grade→rewrite→answer pipeline with human-in-the-loop escalation — cuts manual ticket triage by 70% while guaranteeing zero-hallucination answers.
ASRT/ITAC-funded computer vision system achieving 94% crop disease detection accuracy, optimized via quantization to run real-time on Raspberry Pi for autonomous field monitoring.
From-scratch PyTorch implementation of the Transformer architecture converging to 1.61 training loss, featuring self-attention, sinusoidal positional encoding, and causal masking.
Production-ready RAG backend that optimizes document Q&A queries via an asynchronous Celery ingestion pipeline, pgvector indexing, and semantic retrieval.
Snap a photo, get instant macro and calorie breakdown — powered by Gemini Vision for real-time food recognition and sub-second nutrition estimation.
Clinical NLP and risk prediction pipeline that flags high-risk patients from unstructured notes for real-time triage with a 0.87 F1 score.
Hybrid recommendation engine combining semantic search and collaborative filtering to boost e-commerce conversion rates, built with FastAPI, Qdrant, and MongoDB.
Modular PyTorch implementation of PointNet achieving 86% overall test accuracy on ModelNet, featuring dual T-Nets, shared MLPs, and orthogonal regularization.
Cinematic conversational AI streaming real-time, character-driven persona interactions with under 200ms latency, built with Next.js, FastAPI, and Llama 3.
From-first-principles implementation of core ML algorithms in pure Python/NumPy, resolving model internal mathematics without external library dependencies.
Text-to-3D spatial reasoning engine transforming natural language prompts into structured 3D scenes and layout geometries.
Open to collaborations, freelance projects, and full-time AI engineering opportunities.
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