[ close ] Work Stack Contact Resume
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๐ŸŒ™
SYSTEM ONLINE
//
CS STUDENT ยท B.Sc COMP SCI ยท GRAD 2028
//
OPEN TO INTERNSHIPS
AI / ML ENGINEER

Cameras See. My Code _Understands.

I build software-only AI systems that ship to production โ€” from head-pose estimation pipelines that replace $40k hardware to event-driven security cameras with sub-second alerting. Strong in Python, OpenCV, MediaPipe, Flask, React and AWS. Prefer deploying real products over writing academic reports.

94%
Zone Classification Accuracy
0.91
F1 Score (ShelfEye)
<40ms
Inference Latency
97%
Motion Detection Accuracy
// projects

Work

Production-grade systems built from first principles.

001 94% ACCURACY

ShelfEye

Retail attention intelligence โ€” tracks where shoppers look using head-pose estimation through existing CCTV cameras. 9-zone heatmap dashboard, live dwell-time analytics. No hardware. No privacy violations.

OpenCV MediaPipe Flask React Chart.js Python
002 97% ACCURACY

Motion Detection Security

Event-based security camera system with real-time motion detection. Records video clips only on trigger events and dispatches email alerts with footage in under 1 second. Zero cloud dependency.

OpenCV NumPy SMTP Python MOG2
003 <50ms QUERY

Student Management System

Native desktop GUI for institutional student records. Full CRUD operations, persistent SQLite backend, and table model capable of handling 10k+ records with sub-50ms query times. No subscription required.

PyQt6 SQLite Python ORM MVC
// capabilities

Technical Stack

Languages, frameworks and tooling drawn directly from shipped projects.

๐Ÿ‘๏ธ
Computer Vision & ML
OpenCV
MediaPipe
Head-Pose Estimation
Background Subtraction
Contour Detection
Real-Time Pipelines
โš™๏ธ
Backend & APIs
Python
Flask
REST APIs
WebSockets
SMTP Automation
PyQt6
โš›๏ธ
Frontend
React
Chart.js
HTML / CSS
Live Dashboards
๐Ÿ—„๏ธ
Data & Cloud
AWS
SQL / MySQL
SQLite
Git & GitHub
C++
Java
// proficiency
Python
92%
OpenCV
88%
React
75%
Flask
80%
AWS
65%
C++ / Java
70%
// get_in_touch

Contact

Open to internships, collabs, and interesting problems. Message goes straight to my inbox.

// direct_line
// status
Open to internships
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patelmann274@gmail.com
mann@patel โ€” bash โ€” 80ร—24
~$ cat about.txt
Name : Mann Patel
Role : AI/ML + Full-Stack Engineer
Status : B.Sc Computer Science ยท Grad 2028
Focus : Computer Vision ยท Real-Time ML Systems
Email : patelmann274@gmail.com
GitHub : github.com/MannPatel8284
 
~$ ./get-resume.sh
Fetching Mann_Patel_Resume.pdf... READY
~$