About Me
Computer Science student specializing in production-ready deep learning systems with proven deployment experience. Built real-time object detection systems achieving 97.5% mAP on edge devices, Bengali OCR pipelines processing 30+ vehicles/minute, and autonomous UAV control systems. Combines strong theoretical foundation with hands-on expertise in PyTorch, TensorFlow, and full-stack development.
Projects Deployed
CGPA
Technologies
AI Models
Education
B.Sc. in Computer Science & Engineering
East West University
Experience
Teaching Assistant
East West University
Achievements
Full Merit Scholarship (100%)
Dean's Merit Scholarship
Complete Professional Profile
Everything you need to know about my academic journey, qualifications, and achievements — all in one place
Work Experience
Academic, technical, and leadership roles shaping my professional development
Undergraduate Teaching Assistant
AcademicEast West University
Department of Computer Science and Engineering
- ▸Assisted Associate Professor in course delivery and academic support for 80+ undergraduate students
- ▸Streamlined course material management system, reducing administrative workload by 30%
- ▸Graded assignments and provided technical mentorship on programming concepts and algorithms
- ▸Managed digital resources, documentation, and communication between faculty and students
General Member
TechnicalEast West University Programming Club
- ▸Volunteered at 5+ programming contests including inter-university competitive coding events
- ▸Participated in multiple ICPC-style programming competitions representing the university
- ▸Co-organized coding workshops and technical sessions reaching 100+ students
- ▸Collaborated with team members to foster competitive programming culture on campus
Vice President
LeadershipGovernment Science College Photography Club
- ▸Led and coordinated National Photography Festival with 200+ participants and 15+ events
- ▸Managed 20-member executive committee and organized volunteer activities for college festivals
- ▸Secured 1st place in Cloud's Den Photography Competition among 15 teams
- ▸Participated in AIUB Science Festival Poster Competition and showcased work at Drik's Gallery Exhibition
AI/ML Case Studies
Production-ready deep learning systems with measurable business impact
Real-Time Object Detection System using YOLO
In ProductionProduction-ready detection achieving 97.5% mAP with edge optimization
1Problem
Need for real-time object detection on resource-constrained edge devices (Jetson Nano) with high accuracy for surveillance applications.
2Approach
- ▸Fine-tuned YOLOv8 on custom 10K+ annotated image dataset with data augmentation
- ▸Applied TensorRT optimization for 40% FPS improvement (15→21 FPS) on Jetson Nano
- ▸Integrated DeepSORT tracking for persistent object IDs across 1000+ video hours
Tech Stack
Models
Impact
Deployed in 3 live surveillance systems processing 5000+ daily detections with 99.2% uptime
Bengali License Plate Recognition (ANPR)
DeployedEnd-to-end ANPR pipeline with 92% accuracy on 5K+ Bengali plates
1Problem
Bengali characters pose unique OCR challenges due to complex script structure. No robust open-source solution existed for Bengali ANPR.
2Approach
- ▸Built ensemble OCR system combining EasyOCR, Tesseract, and PaddleOCR with voting mechanism
- ▸Created custom dataset of 3000+ annotated Bengali plates with augmentation pipeline
- ▸Developed Flask RESTful API with async processing for real-time vehicle recognition
Tech Stack
Models
Impact
Reduced parking lot entry time by 60% with automated vehicle entry logging for 200+ daily vehicles
Autonomous UAV Navigation & Aerial Analysis
ResearchGPS-guided drone control with real-time aerial object detection
1Problem
Manual drone operation is time-intensive for surveillance. Need autonomous waypoint navigation with real-time aerial analysis.
2Approach
- ▸Implemented MAVLink-based flight control with DroneKit for autonomous missions
- ▸Developed real-time aerial detection pipeline optimized for high-altitude (50m+) imagery
- ▸Created mission planning UI supporting 20+ waypoint routes with geofencing
Tech Stack
Models
Impact
Automated 80% of surveillance tasks with 15-hour total flight time across outdoor terrains
IoT Monitoring Dashboard (Full-Stack)
In ProductionReal-time sensor dashboard handling 10K+ readings/hour
1Problem
Industrial IoT deployment lacked centralized monitoring with role-based access and real-time alerts.
2Approach
- ▸Built React dashboard with WebSocket-based live updates and Chart.js visualizations
- ▸Implemented JWT auth with role-based access control (RBAC) for 50+ users
- ▸Deployed on AWS EC2 with MongoDB Atlas achieving 99.5% uptime over 6 months
Tech Stack
Impact
Reduced system downtime by 40% through predictive alerts and remote device control capabilities
Android ML App (On-Device Inference)
Deployed60ms inference time with TFLite optimization on mobile
1Problem
Cloud-based ML inference has latency and privacy concerns. Need on-device solution with <100ms latency.
2Approach
- ▸Optimized TensorFlow models for mobile with post-training quantization (75% size reduction)
- ▸Implemented Camera2 API pipeline with 30 FPS processing and real-time preview
- ▸Designed modern Jetpack Compose UI with Material3 achieving 4.2/5.0 user rating
Tech Stack
Models
Impact
Enabled offline ML inference for 500+ test users with 95% positive feedback on speed and accuracy
Publications & Recognition
Research papers, technical talks, and leadership achievements
Dean's Merit Scholarship
Merit ScholarshipEast West University•2021 - Present
Awarded merit-based scholarship for outstanding academic performance (CGPA 3.71/4.0) in Computer Science.
Building Production-Ready AI Systems
EWU Programming Club•2023
Workshop on best practices for deploying machine learning models in production environments with focus on monitoring and MLOps.
Vice President - Programming Club
Leadership RoleEast West University•2022 - 2023
Led programming club initiatives, organized 10+ workshops on competitive programming, ML, and web development for 100+ students.
Ensemble OCR Approach for Bengali Character Recognition
Student Research Symposium•2023
Research paper on combining multiple OCR engines (EasyOCR, Tesseract, PaddleOCR) for improved Bengali text recognition accuracy.
Technical Expertise
Proficiency levels across AI/ML, development, and deployment technologies
AI/ML & Deep Learning
Programming Languages
Web Development
Mobile Development
Computer Vision & Robotics
DevOps & Tools
Also Experienced With
Let's Build Something Extraordinary
Looking for AI/ML opportunities, research collaborations, or consulting projects. Let's discuss how I can help bring your AI vision to reality.
⚡ Typically respond within 24 hours • 🌍 Open to remote & relocation • 💼 Full-time, Contract, Freelance
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📍 East West University, Dhaka, Bangladesh