2026 · FEATURED
BuiltNovel dual-pathway LoRA adapter for MobileSAM. Each attention layer gets two parallel low-rank branches — one spatial, one frequency-domain (FFT) — with a learned gate balancing them. Dice 0.927 on Kvasir-SEG with 255K trainable params. Generalises to 3 unseen colonoscopy datasets without retraining. Full-stack app: Next.js point-click UI + FastAPI backend with TTA.
2026 · FEATURED
Currently BuildingTurns a 2-hour manual accounts payable process into 2 minutes. Parses vendor statements from any format (PDF, Excel, scanned images) using AI, runs a 4-pass invoice matching engine, and outputs reports in the client's existing Excel format. Live client in freight forwarding.
2026 · FEATURED
BuiltProduction RAG backend built end-to-end. Hybrid retrieval: BM25 + Qdrant vector search merged and reranked by a cross-encoder. Provider-agnostic — embedder, LLM, and vector store swap via config. Streaming SSE responses, conversation history compression, PDF vision parsing, live financial chart generation, JWT auth with role-based access.
2026 · FEATURED
BuiltTwo-model pipeline for coronary angiography analysis on the ARCADE dataset. YOLOv8n-seg identifies 25 anatomical vessel classes (SYNTAX scoring system). UNet++ with EfficientNet-B3 handles dense vessel segmentation. Full-stack diagnostic UI with annotated overlays and clinical descriptions per detected segment. Ongoing research.
2025 · FEATURED
BuiltAgentic AI for pharma intelligence. NLP intent classifier routes queries to specialist agents — clinical trials, patents, market data, trade trends, web intelligence — running in parallel. Outputs are synthesised by Gemini into SWOT, executive summary, and Go/No-Go recommendations.
2025
BuiltScans food packaging against your personal health profile. Computes BMI, BMR, TDEE on signup. Sends label text to GPT-3.5 with a 20-category prompt — NOVA processing level, hidden sweeteners, allergen flags, gut health impact. Risk warnings adjust to your specific medical conditions.
2025
BuiltDecentralised event ticketing on Ethereum. ERC-721 smart contract mints tickets as NFTs (metadata on IPFS), enforces a 10% organiser royalty on every resale at the contract level, and caps resale prices to prevent scalping. MetaMask frontend, Node/Express backend via Alchemy RPC.