๐ช๐๐ก๐ก๐๐ฅ๐ฆ | ๐ฆ๐บ๐ฎ๐ฟ๐ ๐๐ป๐ฑ๐ถ๐ฎ ๐๐ฎ๐ฐ๐ธ๐ฎ๐๐ต๐ผ๐ป ๐ฎ๐ฌ๐ฎ๐ฑ - ๐๐ฎ๐ฟ๐ฑ๐๐ฎ๐ฟ๐ฒ ๐๐ฑ๐ถ๐๐ถ๐ผ๐ป ๐ฎ๐ณ
๐บ๐๐๐ ๐๐๐ ๐ฐ๐๐๐๐๐๐๐๐๐ - ๐บ๐๐๐๐ ๐จ๐๐๐๐๐๐๐๐๐
From a concept on paper to a mission-critical Edge AI system for public safety, the journey was full of innovation enthusiasm and learning...
This wasnโt just a hackathon.
It was 5 days of relentless system engineering, real-time decision-making, and hardwareโsoftware co-design under extreme constraints, all driven by one high-stakes objective.
๐ง๐๐ ๐ ๐๐ฆ๐ฆ๐๐ข๐ก | ๐ฃ๐ฟ๐ผ๐ฎ๐ฐ๐๐ถ๐๐ฒ ๐ฆ๐๐ฎ๐บ๐ฝ๐ฒ๐ฑ๐ฒ ๐ฃ๐ฟ๐ฒ๐๐ฒ๐ป๐๐ถ๐ผ๐ป
We engineered an Edge AIโenabled autonomous drone system to proactively detect and mitigate stampede risks at ultra-high-density public events, with a primary use case being the upcoming ๐ฒ๐๐๐๐ ๐ด๐๐๐, ๐ต๐๐๐๐๐.
๐น Real-time, on-device crowd risk inference
๐น Cloud-independent operation
๐น Optimized for low latency using NVIDIA Jetson Nano
๐ ๐ ๐ฅ๐ผ๐น๐ฒ | ๐ง๐ฒ๐ฎ๐บ ๐๐ฒ๐ฎ๐ฑ
As Team Leader, I drove the system architecture, hardwareโsoftware integration strategy, ensuring every subsystem worked in harmony.
Embedded Edge-AI system engineer with deploying TensorRT-optimized YOLOv8n on NVIDIA Jetson Nano for fully offline, real-time analytics.
Designed a custom low-level serial protocol over 433 MHz (57.6 kbps) featuring packet prioritization, 64-byte framing, and CRC-based fault tolerance.
Built a latency-critical ground control stack with real-time telemetry, trend analysis, and hardware-triggered response mechanisms.ย
I never imagined this day would come.
Got the chance to present and discuss my project, the Edge-AI Drone System for Stampede Prevention in front of Mr. Gautam Adani sir and other national leaders on the Inauguration Event of SPCoE - AI, Baramati.
When you spend countless evenings on one thing - not as a struggle, but out of curiosity, as a learner, as someone who just wants to build something innovative - and one day youโre rewarded for itโฆ it feels truly special.
Yes, the post below is referring to our drone project.
Standing there, explaining our idea to people who shape Indiaโs future, I understood one thing:
Dreams donโt work unless you show up for them.