My Projects

Solving real-world problems through AI, computer vision, and product thinking—built, deployed, and scaled with purpose.

12+
Major Projects
4
Categories
5+
Years Exp
₹6Cr+
Revenue*

* Revenue generated during my time at Tarsyer built with a focused single-digit team.

ATM Vision System

9000+ ATMs Secured

AI-powered surveillance at scale

Scaled
AI & ML
🤖

ATM Vision System*

Computer vision system deployed across 9000+ ATMs for intelligent monitoring and security automation.

Loitering & intrusion alerts
Helmet/mask compliance detection
Optimized for edge devices
Clothing Retail Analytics

1000+ Stores Connected

One central dashboard for footfall insights

Scaled
AI & ML
🧥

Clothing Retail Analytics*

Powering real-time footfall and zone-wise insights across 1000+ stores with a single dashboard.

Real-time footfall tracking
Centralized analytics dashboard
Hourly trend visualizations
PickUp Assist GenAI

97% Match Accuracy

GenAI image-to-product return verification

Disruptive
Product
📦

PickUp Assist GenAI*

Streamlined returns using GenAI-based product image validation.

Upload-based item validation
Product match scoring
Return fraud detection
Heatmap-Based Retail Analytics

Time-Based Zone Insights

Analyze dwell patterns across store zones

Retail
AI & ML
📊

Heatmap-Based Retail Analytics*

Understand customer behavior using time-based heatmaps and zone analytics.

Time-segmented heatmaps
Zone-wise engagement mapping
CCTV-based visual analytics
Image Quality Assessment Tool

92%+ Image Filtering Accuracy

In real-time vehicle damage inspection

Award Winner
Product
🧠

Image Quality Assessment Tool*

Smarter damage inspection with AI-based image quality and object filtering.

Advanced blur & glare detection
Edge, contour, depth mapping
Streamlit interactive interface
Tarsyer Bridge

1600+ Devices | 24x7 Access

Multi-protocol access (VNC, SSH, HTTP)

Connectivity Hub
Product
🛰️

Tarsyer Bridge*

Seamlessly connect, monitor, and control 1600+ devices across protocols in one unified dashboard.

Hostname & serial search
Smart pagination & filters
Scales across deployments
Conveyor Counting Automation

99.5% Accuracy

Real-time object tracking

Precision
AI & ML
📦

Conveyor Counting Automation*

Accurate high-speed counting system for automated packaging and inventory optimization.

Works at high speed
Edge-based vision model
Plug & play system
Food Processing Monitoring

98% Counting Accuracy

In meat processing line

Throughput
AI & ML
🍗

Food Processing Monitoring*

AI-powered automation to monitor and optimize meat processing productivity in real time.

Real-time count overlay
Edge AI deployment
Productivity analytics
Driver Monitoring System

93% Detection Accuracy

In detecting driver drowsiness

Safety
AI & ML
🚗

Driver Monitoring System*

Enhancing road safety through real-time driver behavior detection and alerts.

Detects driver drowsiness
Yawn and head tilt alerts
Real-time in-vehicle deployment
Production Monitoring

98%+ Accuracy

In production count estimation

Manufacturing
AI & ML
🧑‍🏭

Production Monitoring*

Automated shopfloor visibility to track production and reduce manual data entry.

Shopfloor-wide camera coverage
Real-time object tracking
Production count overlay
Emission Monitoring

87% Alert Accuracy

In real-time emission detection

Environment
AI & ML
🏭

Emission Monitoring*

AI-based smoke detection system for real-time emissions alert in heavy industries.

Real-time emission alerts
Alert confidence scores
Visual anomaly detection
Operational Monitoring

99.5% Accuracy

Counting precision on live belt

Production
AI & ML
⚙️

Operational Monitoring*

AI-powered monitoring to optimize production flow and reduce manual inspection.

Real-time object counting
Belt activity detection
Edge AI deployment
Fire Rescue System

60% Faster

Rescue Time

Award Winner
Research
🔬

Fire Rescue System

Semi-automatic system for high-rise building rescue using programmable lift-based protocols.

Published in IEEE – ICCUBEA 2019
Minimal human intervention
National Finalist at eYIC, IIT Bombay

Interested in Collaborating?

These projects span from my early explorations in robotics and computer vision to advanced AI deployments and real-world product case studies. Each one reflects a deep curiosity to solve meaningful problems — from college experiments to industry-scale solutions. Let’s connect and explore how we can collaborate to build impactful, user-first technology.