"I believe the best machine learning models are not just trained on data — they are shaped by curiosity, empathy, and relentless iteration."
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👋 Who Am I
👋 Who Am I
I’m a data scientist and AI enthusiast with 5+ years of experience turning complex problems into intelligent, scalable solutions — from understanding rooftops via aerial imagery to building generative AI systems that talk, see, and solve.
My journey in AI began with a Master’s in Artificial Intelligence and Data Science (2020), but in truth, it started long before — with an insatiable desire to understand how things work. Today, I specialise in:
🛰️ Aerial Image Understanding: Deriving actionable insights from top-down views
🧠 Generative AI: Deploying LLMs and VLMs for real-world tasks
🕹️ Agentic Systems: Designing workflows where AI agents plan, code, and execute
☁️ Scalable ML Deployments: Using AWS, SageMaker, and GPU infrastructure
I currently lead initiatives at the intersection of geospatial data and generative models, enabling smarter tools for solar, construction, insurance, and government sectors.
🌍 Community Contributions
🌍 Community Contributions
I'm a firm believer in open knowledge and continuous feedback loops. As part of that, I:
✅ Contribute to open-source projects related to aerial ML, LLM pipelines, and MLops tooling
✅ Actively review and submit pull requests on GitHub (especially in Python-based projects)
✅ Write technical documentation & onboarding guides for internal tools
🎙️ Guest Talks & Sessions
🎙️ Guest Talks & Sessions
As a invited guest speaker at VIT Bhopal University. I loved sharing my knowledge for the fresh minds of VIT. It was a good interactive session and I wish the best to all the students!
It was immense pleasure to deliver my guest lecture - "Computer Vision for healthcare" at Winter school of AI and Robotics ventured by Technology Robotix Society in association with Centre for Artificial Intelligence, IIT Kharagpur and sponsored by IEEE.
🎯 Fun Facts About Me
🎯 Fun Facts About Me
🏃 Training for a 90-minute half marathon (currently at 4 km in 35 minutes)
🏸 I enjoy playing badminton during the week and recover with swimming on weekends
🥾 I'm a hiker who finds peace and clarity in nature trails and mountain air
🧠 I maintain a “curiosity journal” where I log questions I don’t have answers to yet
🤖 I enjoy testing how different AI agents interpret the same query — purely for fun
📸 I love before-after visuals in everything: aerial models, fitness progress, code improvements
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