Task-Aware Super-Resolution for Flood Mapping
ACVSS 2026 Research HackathonTested whether super-resolution actually improves downstream flood mapping from degraded satellite imagery — a 3-phase pipeline (conditioned latent-diffusion SR → flood-aware fine-tuning → U-Net segmentation → per-tile risk ranking) on a SpaceNet-8 subset. Diffusion SR improved every downstream metric (mean IoU +24%, flood mIoU +11%) against degraded-LR and bicubic baselines.
PyTorchLatent DiffusionU-NetSpaceNet-8Computer Vision
Virtue Foundation Intelligence Platform
Hackathon 2nd PlaceEnd-to-end agentic AI platform analyzing 797 Ghana healthcare facilities across 16 regions. A LangGraph supervisor routes queries to 6 specialized sub-agents backed by a FAISS vector store, identifying 10 medical deserts and 43 data anomalies.
PythonLangGraphGPT-4o-miniFAISSFastAPINext.js
AidCare
Live Clinical AI ProductClinical decision-support platform for Nigerian frontline care. AidCare Core now includes public triage, language-aware guidance, offline-friendly safety flows, and a Community Health Challenge for training and practice.
Next.jsFastAPIClinical AIVoiceTriageRBAC
AI Scientist
Hack-Nation Research OSAI-assisted research workflow that helps researchers move from idea to experiment: organizing hypotheses, generating study plans, benchmarking runs, and turning research work into a repeatable operating system.
Next.jsTypeScriptAI AgentsResearch WorkflowVercel
Kinetix
Gemini API HackathonReal-time AI personal trainer using Gemini's vision API to analyze webcam exercise footage frame-by-frame. Dual-persona architecture: an internal Analyst performs biomechanical reasoning while an external Coach delivers live verbal feedback via TTS.
PythonFastAPIGemini APIWebSocketsNext.jsTypeScript
InvoiceMatch.AI
Curacel Hackathon 2025AI-powered reconciliation tool for hospital invoices and insurer payouts. Automatically parses uploaded documents, matches line items, pinpoints every underpayment or denial, and generates a natural-language executive summary for finance teams.
JavaScriptOpenAIHealthcareVercel
FinBuddy
AI ProjectA financial-intelligence chatbot that holds dynamic conversations to give personalized money insights, grounded in public-domain financial books. Python + FastAPI backend with Gemini for NLP.
PythonFastAPIGeminiNLP
