Edge AI
Quantized CNNs on Jetson Orin Nano and Raspberry Pi.
About Soumya Das
Integrated MCA student and AI & IoT developer building systems for real-world constraints.
01
Who I am
I'm Soumya Das. I grew up in a village in West Bengal. My family still lives there.
I'm an Integrated MCA student at Parul University, Vadodara (CGPA 8.54). I also work as an AI & IoT Innovation Intern at Tinkering Hub.
I carry the village with me. Every system I build starts with one question: “Would this work back home?”
02
How I got here
I started with small web projects: a marketplace, a college site, and a learning platform. Then I moved to AI and IoT.
I learned one hard thing. A model that needs the cloud fails where the cloud is weak. So I learned to make models small and fast enough to run on the device.
03
What I build
IoT + ML pipelines
Sensor, model, alert. No cloud needed.
Full-stack apps
Django, PHP, Node.js, React, MySQL, and MongoDB.
Automation
Python scripts and n8n workflows.
04
Work I'm proud of
Wearable health monitor
Under 100 ms on-device inference.
Crop and soil diagnosis
Built for farmers and used at 3+ farms.
Rural learning platform
Made for 200+ students.
Rural banking system
Includes ML fraud detection.
05
Proof
- Presented and published at ICPAT 2025 before 100+ delegates.
- Led teams in national hackathons, including Smart India Hackathon 2025.
- Certified by Oracle (AI Agent Studio), IBM, Cisco, NPTEL, and Google.
06
How to work with me
Good fit
Edge AI, IoT products, rural or low-connectivity tech, and first-version web apps.
Not a fit
Pure UI styling or native mobile apps. I'll tell you early.
Start with a short note: what problem you have, and who it is for.