initializing portfolio system
Portfolio
A project index across applied ML, full-stack products, hackathon systems, and deployment-minded engineering.
Bayesian ML-powered symptom checker with real-time health analysis and production-grade Docker deployment.
Impact
Translates uncertain symptoms into explainable probabilistic triage signals.
FastAPI endpoints, Streamlit interface, multi-stage Docker build, non-root container hardening, and GitHub Actions CI/CD.
AI-powered semantic photo retrieval using vision-language models for natural language image search.
Impact
Turns messy image libraries into searchable semantic memory.
CLIP embeddings, FAISS indexing, BLIP-2 captioning, and FaceNet-based facial recognition experiments.
Hackbuild 2.0 winning platform for AI-driven ad campaign optimization, insights, and ROI prediction.
Impact
Converted campaign data into guided decisions for marketers during a hackathon sprint.
Groq-powered insights, campaign analyzer, audience targeting engine, and real-time analytics dashboard.
Gamified e-waste management platform with rewards, drop-off tracking, and environmental impact views.
Impact
Makes responsible e-waste behavior visible, trackable, and rewarding.
Next.js interface, Firebase-backed activity, rewards loop, impact dashboard, and leaderboard mechanics.
NLP-powered campus FAQ assistant using TF-IDF similarity matching and an intent-friendly JSON knowledge base.
Impact
Reached 85%+ query accuracy on curated campus FAQ prompts.
Flask API, NLTK preprocessing, TF-IDF vectorization, similarity ranking, and campus knowledge responses.
Agricultural technology platform for crop management, weather monitoring, and farm analytics.
Impact
Explores how small agricultural workflows can become data-assisted and easier to monitor.
Crop tracking dashboard, weather API integration, farm analytics, and yield prediction workflow.