𝗪𝗜𝗡𝗡𝗘𝗥𝗦 | 𝗦𝗺𝗮𝗿𝘁 𝗜𝗻𝗱𝗶𝗮 𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻 𝟮𝟬𝟮𝟱 - 𝗛𝗮𝗿𝗱𝘄𝗮𝗿𝗲 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 🇮🇳

𝑺𝒕𝒖𝒅𝒆𝒏𝒕 𝑰𝒏𝒏𝒐𝒗𝒂𝒕𝒊𝒐𝒏 - 𝑺𝒎𝒂𝒓𝒕 𝑨𝒖𝒕𝒐𝒎𝒂𝒕𝒊𝒐𝒏

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 wasn’t just a hackathon.

It was 5 days of relentless system engineering, real-time decision-making, and hardware–software co-design under extreme constraints, all driven by one high-stakes objective.

𝗧𝗛𝗘 𝗠𝗜𝗦𝗦𝗜𝗢𝗡 | 𝗣𝗿𝗼𝗮𝗰𝘁𝗶𝘃𝗲 𝗦𝘁𝗮𝗺𝗽𝗲𝗱𝗲 𝗣𝗿𝗲𝘃𝗲𝗻𝘁𝗶𝗼𝗻

We engineered an Edge AI–enabled autonomous drone system to proactively detect and mitigate stampede risks at ultra-high-density public events, with a primary use case being the upcoming 𝑲𝒖𝒎𝒃𝒉 𝑴𝒆𝒍𝒂, 𝑵𝒂𝒔𝒉𝒊𝒌.

🔹 Real-time, on-device crowd risk inference

🔹 Cloud-independent operation

🔹 Optimized for low latency using NVIDIA Jetson Nano

𝗠𝘆 𝗥𝗼𝗹𝗲 | 𝗧𝗲𝗮𝗺 𝗟𝗲𝗮𝗱

As Team Leader, I drove the system architecture, hardware–software 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. 

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 you’re rewarded for it… it feels truly special.

Yes, the post below is referring to our drone project.

Standing there, explaining our idea to people who shape India’s future, I understood one thing:

Dreams don’t work unless you show up for them.