Bridging technical AI depth with early-stage product execution.
I started my career writing computer vision models, satellite terrain segmentation pipelines, and production backend APIs. Over time, I transitioned into taking complete AI products from idea to launch combining technical understanding with PRD authorship, cross-functional engineering coordination, user testing loops, and go-to-market execution.
What distinguishes me from a business-only product candidate is that I understand model constraints, latency bottlenecks, and sensor data physics firsthand. I can communicate with embedded engineers in firmware terms, talk to ML researchers in benchmark terms, and translate user feedback into actionable delivery priorities.
Founding Manager, MegaShot (Metashot)
AI product strategy, hardware-software integration, and GTM execution.
500% in 24h
Kickstarter goal reached in 24 hours (company-reported)
<80ms
Inference latency for sports AI video classification
800+
HiRISE satellite images annotated (ISRO research)
9.0/10
B.Tech CGPA in Computer Science
Engineering depth to product and go-to-market execution.
Software Eng
APIs & Web
Space Research
ISRO Satellite CV
ML Pipelines
FastAPI & CI/CD
Sports AI
<80ms YOLO Models
Connected IoT
Motion BLE Rackets
Founding GTM
Kickstarter & Launch
Core Competencies
Connecting engineering feasibility with product value.
Technical capability without product alignment produces cool demos that don't ship; product ideas without technical depth produce unbuildable specs. I operate at the intersection:
AI Product & Go-to-Market
Translating early-stage capabilities into clear PRDs, hardware-software milestones, backer engagement, and launch operations.
Computer Vision Systems
Real-time perception, low-latency video intelligence pipelines, PyTorch CNNs, and game-aware vision systems.
Connected Interactive Products
Bridging 9-axis physical sensors, low-latency BLE transmission, mobile applications, and haptic gaming feedback.
LLM & RAG Systems
Semantic search utilities, vector retrieval, document intelligence workflows, and prompt-engineered tool pipelines.
Career History
From satellite research to founding product management.
A track record grounded in verifiable engineering milestones, research datasets, low-latency models, and connected product launches.
Nov 2025 — Present
Founding Manager, MegaShot (Metashot)
Leading AI product execution across hardware sensor integration, mobile gameplay workflows, user feedback loops, and Kickstarter go-to-market execution.
Jul 2025 — Oct 2025
AI Engineer, Metashot
Optimized real-time cricket shot detection for <80ms inference latency using PyTorch and OpenCV; integrated live video feedback into Unity engine workflows.
May 2024 — Jun 2025
Associate AI Engineer, Apoliums Infotech
Architected data preprocessing pipelines in Python/Pandas, deployed Dockerized FastAPI prediction microservices, and standardized CI/CD workflows.
Feb 2024 — May 2024
R&D Intern, ISRO (Space Applications Centre)
Annotated 800+ satellite images, built terrain segmentation models, and evaluated obstacle-aware path planning producing an 87.4% navigation-efficiency score in rover simulations.
Hiring & Collaborations