AI & Intelligent Systems
RainGuard
India's first real-time flood navigation system. Fuses live satellite radar, IMD weather stations, and NASA elevation models to predict flood zones and optimize safe routing.
AI Engineer & Researcher
Building intelligent systems.
From embedded electronics to intelligent agents — engineering systems that think, adapt, and make a real difference.
About
Growing up across Cambodia, Singapore, and India taught me to adapt fast and think differently. That global upbringing — combined with an obsession for technology — pushed me toward building things that actually matter.
I don't just write code — I engineer experiences. Whether it's a computer vision rehabilitation assistant, an AI memory architecture, or a real-time flood navigation system, every system I build is driven by one question: does this solve something real?
4
National Awards
20+
Projects
10+
Hackathons
3
Publications
Selected Work
Projects built for real-world impact.
A selection of AI systems, hackathon wins, and experimental research.
AI & Intelligent Systems
ApexNet F1 Intelligence
Live race prediction using stacking ensembles and attention-based LSTMs. 55+ engineered features forecasting positions and lap times with 85% accuracy.
AI & Intelligent Systems
TrafficGuard AI
Real-time computer vision for traffic enforcement — detecting violations and extracting license plates via GPU-accelerated ALPR for a centralized police dashboard.
AI & Intelligent Systems
VisionGuard AI
High-performance object detection using YOLOv8 and deep CNNs. Anchor-free detection for rapid drone and human tracking in mission-critical environments.
Hackathon Winner
STELLA: Nurse Robot
Personalized robotic care bridging hospital discharge and home recovery. Real-time facial analysis, biometric streaming, and 24+ physiotherapy exercise tracking.
Hackathon Winner
Shrimati Setu
Dual-component personal safety: mobile app + embedded wearable with shake-to-trigger SOS, satellite GPS, and distress signal delivery without cellular networks.
Hackathon Winner
ReMotion AI
Computer vision-powered physiotherapy assistant with real-time biomechanical feedback and posture correction via any smartphone camera.
R&D
BlueTrust AI
Satellite monitoring using Sentinel-2 imagery and temporal ML models for ecological restoration. Blockchain verification layer for immutable ESG reporting.
R&D
SAHS RAG
Self-Adaptive Hybrid Search RAG that dynamically assesses query complexity, blending dense semantic search with BM25 via an LLM routing layer.
R&D
Rapid Crisis Platform
Event-driven emergency response bridging IoT panic buttons with Gemini AI. Millisecond payload processing with real-time Socket.io dashboards.
Experience
Professional journey.
Jan 2026 – Feb 2026
Software Developer
VSQC
Developed and enhanced software features within a collaborative team. Translated requirements into optimized production solutions.
2025 – Present
Research Author
GraphMind
Designed a dual-layer knowledge graph architecture for AI memory systems. Authored findings on agentic AI representation with higher retrieval accuracy.
2024 – Present
Freelance Web Developer
Independent
Delivered end-to-end responsive business websites with custom UI/UX design for multiple clients.
2024 – Present
Team Lead & Solo Competitor
10+ National Hackathons
Won multiple national hackathons. Built production-ready prototypes under strict 24-hour deadlines.
Achievements
National recognition.
1st Place
VIT Code Apex 2.0
Top position among 2,800+ participants as a solo competitor. Evaluated by judges from Google and Figma.
1st Place
Pragyantara National Hackathon
First place among 800+ participants demonstrating technical excellence at a national level.
3rd Place
National Project Expo — SIT
Recognized for building a production-ready project with exceptional real-world utility.
3rd Place
TechFiesta InC — PICT
Outstanding technical innovation among 2,400+ participants across India.
Research & Publications
Thinking in public.
From Static RAG to Systems that Think
An architectural breakdown of building a self-adaptive hybrid search RAG — exploring how retrieval systems can dynamically assess complexity and route strategies.
Building India's First Flood Navigation System
A technical deep dive into fusing satellite radar, elevation models, and crowd traffic data into a real-time routing system for urban flood resilience.
GraphMind: Dual-Layer Knowledge Graphs for AI Memory
Designing knowledge graph architectures enabling AI agents to store, reason, and retrieve across disconnected information domains.
Skills
Tools of the trade.
AI & Machine Learning
- Python
- TensorFlow / Keras
- PyTorch
- Computer Vision (OpenCV, YOLOv8)
- NLP & RAG Architectures
- Deep Learning & CNNs
- Gemini AI / Vertex AI
Web & Full-Stack
- React / Next.js
- Node.js / Express
- JavaScript / TypeScript
- Firebase / Supabase
- REST APIs / Socket.io
- MongoDB / PostgreSQL
Systems & Tools
- IoT & Embedded Systems
- Git / GitHub
- Docker
- Figma / UI Design
- Cloud Deployment
- Linux / Shell
Education
A global foundation.
2023 – Present
MIT World Peace University, Pune
Integrated B.Tech — Computer Science & Engineering (AI & Data Science)
2021 – 2023
BK Birla Centre of Education, Pune
Secondary Education — Grade 9–10
2010 – 2021
British International School, Phnom Penh
Primary & Middle School — International education fostering a global perspective
2014 – 2016
Global Indian International School, Singapore
Primary School — Strong early academic foundation
Get in Touch
Let's build something intelligent.
Open to new projects, collaborations, and opportunities. Let's connect.
ndarshan507@gmail.com