AI & ML Engineer · Full-Stack Developer · CSE (AI & ML) @ UPES Dehradun

Third-year undergrad who builds end-to-end AI systems that actually ship — computer vision models, NLP pipelines, full-stack products, and hardware integrations with ESP32 and Raspberry Pi.

Led teams at two of India's largest national hackathons — NASA Space Apps Challenge 2025 and Smart India Hackathon 2025 — both as Grand Finalists.

I care about clean architecture, useful AI, and writing code that holds up in production.

📍 Dehradun, India  |  📬 ankitnotnani6497@gmail.com  |  💼 Open to Internships & Collaborations

I'm a third-year CS student at UPES Dehradun who builds things that ship. My work sits at the intersection of Computer Vision, NLP, and Full-Stack Engineering — from training MobileNet models on agricultural datasets to wiring ESP32 sensors into cloud dashboards. I've led teams at two of India's largest national hackathons and care deeply about systems that are scalable, useful, and production-ready.

Languages

AI / ML & Data

Frontend

Backend & APIs

Databases & Cloud

Hardware & Edge

Production-grade computer vision platform for real-time banana ripeness classification using transfer learning.

• MobileNetV2 transfer learning with ~97% validation accuracy
• Real-time AI classification with shelf life estimation & spoilage risk scoring
• Enterprise-grade analytics dashboard with CSV export
• Full-stack deployment: AI training pipeline → FastAPI inference → Next.js frontend

NASA Space Apps Challenge 2025 — Grand Finalist

• Designed ACIS (Adverse Condition Impact Score) — personalised 1–10 activity-centric weather risk metric
• Integrated ESP8266 IoT gateway for hardware-based GPS location input
• Built AI weather chatbot + animated forecast UI + mobile-responsive frontend
• Optimal Day Finder for proactive scheduling around weather windows

Smart India Hackathon 2025 — Grand Finalist | SIH25021

• QR lifecycle traceability system for Indian Railways track components
• MobileNetV3 + Coral Edge TPU for on-device AI inference
• AI analytics dashboard with failure-rate visualisations (Dash/Plotly)
• Cloud backend syncing with Indian Railways UDM & TMS portals

Anomaly detection system for industrial machinery using edge processing and AI.

• ESP32 FFT processing for real-time frequency analysis at the edge
• Isolation Forest model for unsupervised anomaly detection
• Digital Twin 3D dashboard built with React Three Fiber
• Live telemetry streaming pipeline

NLP platform mapping problem statements to UN SDGs with full execution roadmaps.

• 3-layer architecture: React → FastAPI → MongoDB with TF-IDF NLP classification pipeline
• Multi-SDG classification with feasibility scoring & tech stack recommendations
• Outputs week-by-week project execution roadmaps — not just generic suggestions

Tinder-style shopping experience — swipe to discover, tap to buy.

• Gesture-based product discovery interface inspired by swipe UX patterns
• Built with React + TypeScript for type-safe component architecture
• Fully responsive Tailwind layout with smooth card animations

Scalable distributed exam system built on Spring Boot microservices.

• 5 independent microservices: Auth, Exam, Result, API Gateway, Eureka Service Registry
• JWT-based authentication with role-based access control
• Spring Cloud + Eureka for service discovery and load balancing

Finance tracking and investment learning platform for students and young users.

• Expense tracking with live market data integration
• Investment learning modules for financial literacy
• Built for accessibility and simplicity for first-time investors

Tech & Social Media Intern — Binary Keeda Education Pvt. Ltd. (Jun–Aug 2025)

• Drove 50% increase in audience engagement through data-informed content strategy
• Authored podcast scripts & maintained backend technical documentation

Social Intern — Chhanv Foundation (Jun–Jul 2024)

• Supported acid attack survivors through campaigns at Sheroes Hangout Cafe, Agra
• Managed records, drafted communications, assisted in cross-functional coordination

• Associate Secretary — Avishkarnam Literary Club, UPES (2023–Present)
• Anchor & Host — UURJA, Spandan, Ukti — Major UPES Events (2023–Present)
• Former PR Head — Pratibimb Photography Club, UPES (2023–24)

Let's Build Something Impactful

Open to collaborations, research opportunities, and internships in AI/ML & Full-Stack.