"I enjoy building things — whether that's an ML model, an agentic AI system, a full-stack app, or a reliable data pipeline."
I'm an AI & Data Science undergraduate at Indira College of Engineering and Management (ICEM), Pune. My focus centers on architecting autonomous agentic systems, high-performance web backends, and production-grade computer vision pipelines.
- 🎓 Education: Pursuing B.Tech in AI & Data Science (2024 – 2028) — ICEM Pune | Diploma in Computer Engineering — GGSP Polytechnic
- 🔭 Currently Engineering: Autonomous Multi-Agent workflows, edge computer vision defect detectors & scalable full-stack apps
- 🌱 Deepening Expertise: Reinforcement Learning, MLOps orchestration pipelines, Distributed Agent Frameworks
- ⚡ Philosophy: Writing clean, decoupled, and benchmarked code that solves mission-critical problems
- Synthesizes real-time IoT vibration and strain telemetry with machine learning regression models to predict structural fatigue and degradation indices.
- Engineered automated computer vision crack detection using OpenCV morphological contouring and filtering to flag defects at scale.
- Full-stack MERN ecosystem built to streamline student housing discovery, roommate verification, and academic milestone tracking.
- Architected normalized MongoDB schemas with aggregation pipelines, JWT authentication, and a responsive modern dashboard.
- Asynchronous high-throughput media storage vault supporting categorized file uploads, live streaming, and instant asset transformation.
- Powered by a Python FastAPI asynchronous backend interfacing with ImageKit CDN and client-side React state handling.
- Hands-free desktop voice assistant executing operating system routines, background automation, and real-time natural language query routing.
- Built with non-blocking audio event loops and intent parsing for low-latency command dispatch.
- Interactive generative AI storytelling engine that dynamically builds branching storylines based on user decisions while preserving narrative memory.
- Enforces strict JSON prompt contracts to ensure consistent world rules and character persona retention across turns.
Let's build resilient, high-impact systems together.
Whether you have an opportunity in agentic AI architectures, scalable full-stack development, technical collaborations, or open-source engineering — my inbox is always open!
⚡ Built with pure SVG architecture & refreshed daily via GitHub Actions · Krushna Patil © 2025–2026


