Available for Consultation
Available for Consultation
Available for Consultation
Trusted by founders, smart Enterprises and more.
Actionable
Intelligence
for
Smart Industry
From camera to insights, we build real-time computer vision pipelines that scale across enterprise environments
Statsyuk
Sports AIM
JumboTron
3D Computer Vision
Tracking
Model Optimization
3D Computer Vision
Tracking
Model Optimization
Pose Estimation
Edge Deployment
Reinforcement Learning
Pose Estimation
Edge Deployment
3D Computer Vision
Tracking
Model Optimization
3D Computer Vision
Tracking
Model Optimization
Pose Estimation
Edge Deployment
Reinforcement Learning
Pose Estimation
Edge Deployment
(
)
We engineer production-grade computer vision solutions that turn visual chaos into structured business data - with precision, speed, and edge-native performance.
We engineer production-grade computer vision solutions that turn visual chaos into structured business data - with precision, speed, and edge-native performance.
Perception Systems
Visual Analytics
3D Spatial Vision
Tracking & Localization
Pose Estimation
Real-Time AI
(Why clients love Metric Hive)
Testimonials
$50k
$50k
Monthly Revenue Recovered
18%
18%
Defect Detection Rate
<80ms
<80ms
Inference Latency
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
01
/ 03
"The tracking solution was rock-solid; smooth motion, and seamless real-time integration."
Noah Gans
CO-Founder, Statsyuk
02
/ 03
“After consulting many in biomechanics, Harsh was the first to explain 3D with real depth and practical clarity. Genuinely impressed and planning another session soon.”
Bob Oliver
Professional Biomechanics Analyst
03
/ 03
"I’d prefer continuing with your team; it’s been a great collaboration and a winning setup."
Rayen Hammami
CEO, Sports AIM
Recent Works
A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.
01
/ 03
Ice Hockey Player Tracking
Status
Production-Ready
Tech Stack
Custom CV Pipeline
Features
Camera Stabilization
Mask Propagation
Jersey Recognition
Multi-Object Tracking (MOT)
A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.
01
/ 03
Ice Hockey Player Tracking
Status
Production-Ready
Tech Stack
Custom CV Pipeline
Features
Camera Stabilization
Mask Propagation
Jersey Recognition
Multi-Object Tracking (MOT)
A production-ready tracking system built for the toughest conditions in computer vision: high-speed play, heavy motion blur, and aggressive camera pans.
01
/ 03
Ice Hockey Player Tracking
Status
Production-Ready
Tech Stack
Custom CV Pipeline
Features
Camera Stabilization
Mask Propagation
Jersey Recognition
Multi-Object Tracking (MOT)
An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.
02
/ 03
Player 3D Pose R&D
Status
R&D / Prototype
Focus
3D Reconstruction
Features
3D Computer Vision
Biomechanics
Flow Matching
Momentum Human Rig (MHR)
An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.
02
/ 03
Player 3D Pose R&D
Status
R&D / Prototype
Focus
3D Reconstruction
Features
3D Computer Vision
Biomechanics
Flow Matching
Momentum Human Rig (MHR)
An R&D deep dive into Meta's SAM 3D release. We tested the new "Concept-Centric" architecture on high-complexity American Football scenes to evaluate the distinctions between static scene generation and dynamic body rigging.
02
/ 03
Player 3D Pose R&D
Status
R&D / Prototype
Focus
3D Reconstruction
Features
3D Computer Vision
Biomechanics
Flow Matching
Momentum Human Rig (MHR)
A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.
03
/ 03
Padel Game Analysis
Status
Production-Ready
Tech Stack
End-to-End CV Pipeline
Features
TrackNetV3
RTMO (Pose Estimation)
Handedness Detection
Shot Detection
A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.
03
/ 03
Padel Game Analysis
Status
Production-Ready
Tech Stack
End-to-End CV Pipeline
Features
TrackNetV3
RTMO (Pose Estimation)
Handedness Detection
Shot Detection
A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.
03
/ 03
Padel Game Analysis
Status
Production-Ready
Tech Stack
End-to-End CV Pipeline
Features
TrackNetV3
RTMO (Pose Estimation)
Handedness Detection
Shot Detection
(Intro)
Meet Harsh
The Founder
Harsh Raj is the Co-Head of Computer Vision, focused on building real-time, production-grade computer vision systems for sports and applied AI. An IITian, he currently serves as CTO at Real Ballers, a basketball analytics company, where he leads the end-to-end computer vision stack, including player and ball tracking, 3D and homography-based analytics, and real-time inference pipelines. He also works as a 3D Computer Vision Consultant for sports tech companies, has contributed to ISRO-sponsored projects, and brings additional domain expertise as a professional biomechanics analyst, bridging visual perception with real-world motion and performance analysis.
(Intro)
Meet Harsh
The Founder
Harsh Raj is the Co-Head of Computer Vision, focused on building real-time, production-grade computer vision systems for sports and applied AI. An IITian, he currently serves as CTO at Real Ballers, a basketball analytics company, where he leads the end-to-end computer vision stack, including player and ball tracking, 3D and homography-based analytics, and real-time inference pipelines. He also works as a 3D Computer Vision Consultant for sports tech companies, has contributed to ISRO-sponsored projects, and brings additional domain expertise as a professional biomechanics analyst, bridging visual perception with real-world motion and performance analysis.
(Intro)
Meet Chandan
The Founder
Chandan Kumar is a Computer Vision Engineer focused on building robust, real-time computer vision systems for sports analytics and applied AI. An IIT Kharagpur (Physics) graduate, Class of 2025, he works on end-to-end vision pipelines including object detection and multi-object tracking, homography-based analytics, and performance-optimized video intelligence systems under challenging real-world conditions such as motion blur, occlusions, and camera movement. He has collaborated with sports technology teams and startups on the design and evaluation of production-ready computer vision architectures, with a strong interest in bridging research insight with scalable, real-world deployment.
(Intro)
Meet Chandan
The Founder
Chandan Kumar is a Computer Vision Engineer focused on building robust, real-time computer vision systems for sports analytics and applied AI. An IIT Kharagpur (Physics) graduate, Class of 2025, he works on end-to-end vision pipelines including object detection and multi-object tracking, homography-based analytics, and performance-optimized video intelligence systems under challenging real-world conditions such as motion blur, occlusions, and camera movement. He has collaborated with sports technology teams and startups on the design and evaluation of production-ready computer vision architectures, with a strong interest in bridging research insight with scalable, real-world deployment.
(Intro)
Meet Chandan
The Founder
Chandan Kumar is a Computer Vision Engineer focused on building robust, real-time computer vision systems for sports analytics and applied AI. An IIT Kharagpur (Physics) graduate, Class of 2025, he works on end-to-end vision pipelines including object detection and multi-object tracking, homography-based analytics, and performance-optimized video intelligence systems under challenging real-world conditions such as motion blur, occlusions, and camera movement. He has collaborated with sports technology teams and startups on the design and evaluation of production-ready computer vision architectures, with a strong interest in bridging research insight with scalable, real-world deployment.
(FAQs)
Your Questions, Answered
Helping you understand how we mitigate risk and deploy Edge AI.
Why Metric Hive vs. an in-house Engineer?
How does the process work?
We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.
Do I need a massive dataset to start?
What hardware do you support?
What if the model isn't accurate enough?
Who owns the Intellectual Property (IP)?
(FAQs)
Your Questions, Answered
Helping you understand how we mitigate risk and deploy Edge AI.
Why Metric Hive vs. an in-house Engineer?
How does the process work?
We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.
Do I need a massive dataset to start?
What hardware do you support?
What if the model isn't accurate enough?
Who owns the Intellectual Property (IP)?
(FAQs)
Your Questions, Answered
Helping you understand how we mitigate risk and deploy Edge AI.
Why Metric Hive vs. an in-house Engineer?
How does the process work?
We work in rigid 2-week sprints. It starts with a 5-Day Feasibility Audit (Go/No-Go check). If viable, we move to a 4-Week Pilot to prove the model on your hardware. Finally, we execute Production Deployment with full integration.
Do I need a massive dataset to start?
What hardware do you support?
What if the model isn't accurate enough?
Who owns the Intellectual Property (IP)?
Let's Connect
Let's Connect
Let's Connect