AI/ML Engineer, full-stack developer, and cybersecurity analyst focused on production systems, applied research, and measurable delivery.
- Portfolio: ketpatil77.github.io
- Resume: KET-RESUME-NEW.pdf
- LinkedIn: ketan-patil77
- Email: ket.patil77@gmail.com
- Contributor guide: CONTRIBUTING.md
- Security policy: SECURITY.md
- Production-grade AI/ML systems, full-stack web platforms, and security-oriented tooling.
- Research-backed products that move from experimentation to deployable workflows.
- Practical systems with quantified outcomes across product, networking, and cybersecurity work.
| Project | Focus | Stack | Signal |
|---|---|---|---|
| KETPORT | Portfolio and case-study platform | React, TypeScript, Vite | Production-style frontend structure |
| AIRLENS INDIA | Air-quality product for Indian cities | React, API data, UX storytelling | Live/fallback data flow and public-facing polish |
| Plant Disease Recognition System | Crop disease detection workflow | Flask, PyTorch, reports | Farmer-oriented AI workflow with offline-friendly UX |
| College-ERP | Academic operations platform | Full-stack web | Practical admin workflows |
Professional portfolio system built with React, TypeScript, Vite, and motion-heavy UI patterns. Designed to present case studies, research, services, and engineering depth with production-ready frontend structure.
Interactive air-quality platform for India with city comparison, AQI storytelling, health context, forecast data, and live/fallback API handling. Built as polished public-facing product rather than plain dashboard.
Flask and PyTorch application for crop disease detection with offline-friendly workflow, Marathi-ready UX, generated reports, weather context, and farmer-oriented recommendations.
- github/docs#44778: clarified
workflow_dispatchenvironment input behavior. - Panniantong/Agent-Reach#387: documented Windows Twitter cookie limitation.
- nexus-substrate/nexus-eval-atbench#32: removed broken lint script.
- pyqtgraph/pyqtgraph#3497: clarified log mode and clip-to-view expectations.
- 2026-06-23:
headroomlabs-ai/headroom#1084closed as superseded after project-header safety work reachedmain; branch contribution history preserved. Daily log
- Meta: Jr. Network Analyst Intern
- Sophos: Jr. Security Analyst Intern
- DPIIT, Government of India: Tech Support Intern
- 4+ portfolio-grade applications across AI/ML, public data products, institutional tooling, and personal branding.
- 3 peer-reviewed publications linked with reproducible project context.
- 19 open upstream PRs kept active after stale draft cleanup.
- ~40% attack-surface reduction from authorized NMU penetration test.
- Multi-Angle Industrial Inspection Fusion: viewpoint-invariant defect detection with 95.3% accuracy, AUC 0.991, and 31.4 FPS edge inference
Paper: IJVRA2603948 - Thermal + Depth Fusion for Predictive Maintenance: multimodal fault anticipation up to 72 hours before failure
Paper: IJVRA2604277 - FONTA: Failure Ontology for LLM Agents: ontology-driven analysis of autonomous agent failures across 1,200 trials
Python React TypeScript Flask Django PHP PyTorch Docker Redis TensorRT PostgreSQL Vite
Building systems where frontend quality, model usefulness, and operational reliability all matter at same time.
- Open contribution notes live in
contributions/. - PR snapshots live in
pull-requests/. - Repository hygiene uses
CONTRIBUTING.md,SECURITY.md, and GitHub templates.