Agnik Banerjee
Software Engineer
Student at the University of Maryland studying Computer Science minoring in Technology Entrepreneurship & Corporate Innovation. Passionate about building software and technology solutions, exploring AI's potential in healthcare, and driving innovation in early-stage startups.
Career Timeline
Professional journey and experience timeline.
Projects
Personal and research projects I've built.
Real-time analytics dashboard tracking 600K+ daily Wikipedia edits with Go, Kafka, and Elasticsearch.
- Built real-time analytics dashboard serving 1.5K+ monthly users tracking 600K+ daily Wikipedia edits using Go and Kafka with 3 parallel consumer groups, achieving 200ms p95 latency and indexing 2M+ events in Elasticsearch
- Engineered breaking news detector using Redis spike detection identifying events within 500ms by analyzing 10x edit rate anomalies across 50K+ pages, delivered via WebSocket dashboard with live edit feed and trending topics
A Stanford University research game for families with children ages 3-12. Uses ML and AI to analyze children's behavioral expressions from home video to aid autism research.
- Shipped facial expression classifier to 10K+ users on Android and collaborated with Stanford's Wall Lab researchers to integrate on-device ML inference for real-time autism spectrum disorder screening during clinical therapy sessions
- Achieved 14x model compression with only 1.12% accuracy trade-off by applying TensorFlow Lite quantization and pruning, enabling sub-100ms classification on consumer devices; published research in JMIR Formative Research
Skills
Key skills that define my professional identity.
Python
General-purpose programming language for scripting, automation, and ML.
Java
Object-oriented language for scalable backend and Android development.
TypeScript
Typed superset of JavaScript for scalable web applications.
JavaScript
Create interactive and dynamic web experiences.
React
Build interactive UIs with components and hooks.
Next.js
Full-stack React framework with SSR and static generation.
Contact
Let's connect and explore collaborations.