TWO-TIME TECHNICAL FOUNDER / COMPUTER VISION
MUKUL
INGLE
I build the future before it becomes obvious.
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FOUNDER THESIS
Seeing around corners is only useful if you can build what is there.
In 2019, that meant computer vision at the edge. In 2022, it meant AI-native 3D. Today, it means on-device dynamic 4D.
VENTURE / 2022 - PRESENT
METASHOP AI
Co-Founder and CTO. Owned the architecture, model pipelines, C++/Python services, distributed processing, and production deployment behind automated 3D and 4D asset generation.
METASHOP INTRO
MetaShop in motion.
A concise introduction to MetaShop's platform, enterprise use cases, and product direction.
VIDEO TO 3D / ENTERPRISE
Making spatial content scalable.
Architected the model pipelines, distributed processing, validation, and production infrastructure behind automatic 3D generation for real estate, automotive, and enterprise inventory.
Technical systems Python, C++, production ML pipelines, distributed processing, feature extraction, AWS, and GCP.
60x faster generation
5 IPs built
Zero manual intervention
VIDEO TO 3D
Any object. Any category.
Photorealistic assets from simple captures, without sensors or specialist hardware.
Technical systems 3D and 4D Gaussian Splatting, NeRF-to-Mesh, multi-view geometry, and novel-view synthesis.
AUTOMOTIVE
From driveway to digital twin.
Production pipelines designed to work with everyday devices and uncontrolled input.
Technical systems C++/Python services for ingestion, validation, feature extraction, and distributed asset generation.
SAMSUNG MOBILE ADVANCE
Dynamic 4D on a smartphone.
Led on-device 4D Gaussian Splatting R&D with Samsung SRI-B and Korea HQ. MetaShop was selected as the only India partner.
Technical systems Mobile-optimized 4DGS, smartphone camera pipelines, dynamic 4D representations, and novel IP.
METASPLATS / IEEE ICIP 2024
Few images. A navigable 3D world.
Co-authored rapid sparse 2D view to 3D novel view synthesis research and translated it into enterprise product capability.
Technical systems Sparse multi-view novel-view synthesis, neural rendering, and research-to-product deployment.
FIRST VENTURE / 2019 - 2022
SUPERSET LABS
Co-Founder and Deep Learning Engineer. Built production computer-vision systems across YOLO detection, multi-class classification, edge inference, curated datasets, and GPU deployment.
SUPERSET AVC / FREE-FLOW HIGHWAYS
India's first AVC built for free-flow traffic.
A YOLO-based vehicle classification and axle-counting system trained on more than 100,000 vehicles and proven with Larsen & Toubro at VBTL.
Technical systems YOLO, LMV/LCV/Truck/Bus classification, axle counting, multi-lane aggregation, edge inference, and central GPU processing.
94-96% accuracy8-10x lower cost and hardware25 lanes per server
TRACE / PUBLIC HEALTH
A contactless health checkpoint.
Built during the pandemic to screen mask use, temperature, heart rate, blood oxygen, and heart rhythm in public spaces.
Technical systems Computer vision, edge inference, and production ML deployment.
ASHOKA GAS / PAYMENTS
Replacing paper coupons with a live payment system.
Built a multi-location CNG credit application for Unison Enviro. It handled more than ₹1.9 Cr in transactions by Q3 2021.
Technical systems Scalable backend services, transaction workflows, SQL/MongoDB, and production deployment.
YESHSHREE PRESS COMPS / INDUSTRY 4.0
Seeing a factory's production in real time.
Connected welding robots to a single live production-count dashboard, giving operators a clear view of targets, output, and machine health.
Technical systems Real-time data pipelines, system integration, observability, and production monitoring.
CITYLENS / SMART MOBILITY
The platform that made highways measurable.
Real-time traffic detection, classification, alerts, and analytics for smart cities and infrastructure teams. CityLens became the technical base for Superset AVC.
Technical systems YOLO detection, multi-class classification, edge GPU deployment, and curated production datasets.
FIELD PROOF
Built in the real world, not only in the lab.
Two views of the system: toll-plaza validation and on-vehicle perception.
Vehicle classification and axle counting at Larsen & Toubro's VBTL toll plaza.
On-vehicle perception with vehicle and person detection plus road-surface segmentation.
RESEARCH / RECOGNITION
Ideas earn trust when they survive scrutiny.
WHAT COMES NEXT?
I am interested in problems that look premature, until they suddenly look inevitable.
Computer vision, spatial AI, on-device intelligence, and the next non-obvious shift.
Let's talk