MuhammadSabbirHossain
Full-Stack Engineer · Competitive Programmer · AI/ML Researcher
CSE Graduate from United International University. I build scalable software, solve hard algorithmic problems, and research applied ML — specializing in speech and computer vision.
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About Me
I'm a fast-learning Computer Science graduate from UIU with deep foundations in algorithms, data structures, databases, and software engineering. My work spans three disciplines: full-stack development, competitive programming, and AI/ML research.
As a competitive programmer, I've solved 2500+ algorithmic problems across Codeforces (Specialist, 1578), CodeChef (4★, 1854), and AtCoder. I've competed in 2× ICPC Dhaka Regional and placed in the top 50 at multiple IUPCs nationally.
In research, my thesis built a Bangladeshi Dialect Speech Recognition system using transformer architectures and LoRA fine-tuning — proposing a novel weighted learning framework. My published conference paper applied CNN + transfer learning to agricultural crop classification.
Beyond code, I co-founded UIU Scholars Squad and mentored through UIUCPC, collectively reaching 3,000+ learners. Passionate about technology, history, psychology, and neuroscience.
Education
B.Sc. CSE — United International University
Dhaka, Bangladesh · 2021–2025
Competitive Programming
UIU Project Show Awards
🥇 1st — Advanced OOP
🥈 2nd — System Analysis & Design
🥉 3rd — DBMS & SE Lab
Interests
Technology · History · Psychology · Neuroscience · Nature
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Education
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Tech Stack
Languages
Backend & APIs
Databases
AI/ML & CV
Frontend
DevOps & Tools
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Competitive Programming
2500+ problems · 300+ contests · 2× ICPC Dhaka Regional
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Achievements
UIU CSE Project Show: 1st in Advanced OOP, 2nd in System Analysis & Design, 3rd in DBMS & SE Lab
10th Place in ML Olympiad 2024
2× ICPC Dhaka Regional Participant (2024, 2025)
IUPC Rankings: MU 42nd | KUET 50th | CUET 51st | IUT 53rd | DUET 69th
Top-20 national rankings in individual programming contests
300+ online programming contests participated.
10+ onsite contests including BUET, CUET, KUET, IUT, MU, DIU, and more.
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Projects
Nostalgia
Built a niche social platform addressing digital isolation among elderly users. Uses NID-based identity verification to ensure authenticity, face recognition to reconnect people from their past, and ML-driven recommendations to surface relevant content. Supports real-time chat and multi-language accessibility — designed with empathy, not just engineering.
Jamnai Bus
End-to-end fleet management system integrating hardware and software. A Raspberry Pi runs YOLOv5 in real time to count passengers through a camera, eliminating the need for manual ticketing. GPS tracking, automated operations, and live analytics are streamed to a Django backend for centralized monitoring and management. The project combines custom IoT hardware, computer vision, and a full-stack web architecture.
UIUCPC Online Judge
OngoingProduction backend powering the UIU Competitive Programming Community's online judge. Integrates Judge0 for sandboxed multi-language code execution, Redis for async submission queuing between services, and Docker for containerized deployment. Built to handle concurrent contest submissions reliably — used by real students at UIU.
Microservices: Library & Finance System
Designed and implemented a microservices architecture separating library operations and university finance into independent, communicating services. Uses gRPC for low-latency inter-service calls and REST for external-facing APIs — demonstrating a real understanding of when to use each protocol. JWT-secured, with EF Core handling data access in .NET.
Live Customer Support System
Full-stack live support chat system built for scenarios where multiple agents handle incoming visitor conversations. Redis-backed queue automatically assigns visitors to available agents, preventing double-handling. WebSocket connections via Django Channels keep messages instant. Deployed with Docker for consistent environments across dev and production.
FundWave
Peer-to-peer crowdfunding platform built for university students to raise funds and apply for micro-loans. Lenders can bid competitively on loan requests, creating a transparent auction-based interest system. Includes payment integration, investment portfolio tracking per user, and a review system to build trust across the community.
Caregivers
Service marketplace connecting caregivers with families in need of support. Caregivers can be scheduled, approved, and tracked through an admin dashboard. Includes NLP-powered search with autocomplete for fast service discovery, an integrated chatbot for user assistance, and role-based access control separating admin, caregiver, and client views.
Library Management System
Full-Stack Book & Loan Management
Full-stack application for managing library inventory, member registrations, and loan lifecycle. Overdue detection triggers automatic flags on outstanding loans. Analytics dashboard gives staff a quick overview of usage trends. Built with a type-safe Prisma ORM and a Next.js frontend.
ShecchaShoinik
Disaster Volunteer Management System
Desktop application built during coursework to coordinate volunteers during disaster response. Manages volunteer registration, task assignments, and blood bank availability. Includes a real-time team chat and a live map for tracking active disaster zones.
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Research & Publications
Bangladeshi Dialect Speech Recognition
Undergraduate ThesisAdvanced speech recognition system specialized for Bangladeshi dialects. Uses transformer-based architectures with LoRA fine-tuning on large language models. Multimodal learning approach combining text and audio data for superior dialect adaptation.
- Transformer Models
- LoRA Fine-tuning
- Multimodal Learning
- Dialect Recognition
Bangladeshi Rice Grain Classification
Conference Paper (Peer-reviewed)CNN-based classification model for rice grain varieties using custom-curated dataset. Incorporates transfer learning and OpenCV-based preprocessing for optimal accuracy. Addresses real agricultural classification challenges.
- Transfer Learning
- Custom Dataset
- Image Processing
- Agricultural AI
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Experience
Co-Founder & Instructor
UIU Scholars Squad (UIUSS)
Co-founded and guided an educational outreach initiative delivering live sessions on core CS topics and benefiting 3,000+ students.
- →Designed structured modules for programming, data structures, and algorithms
- →Led interactive sessions with live coding and Q&A
- →Built a collaborative learning community within UIU
- →Reach 3000+ students through workshops and online sessions
Mentor & Judge
UIU Competitive Programming Community (UIUCPC)
Mentored 100+ students in algorithmic problem-solving while judging and curating intra-university contests.
- →Guided mentees through contest strategies and live problem walkthroughs
- →Led problem-setting and judging to foster a strong competitive culture
- →Promoted analytical thinking across UIU campuses
Undergraduate Teaching Assistant (UGA)
United International University (UIU)
Assisted faculty with labs, coursework evaluation, and personalized academic support in programming and data structures.
- →Guided students through lab exercises and hands-on coding
- →Improved problem-solving proficiency via one-on-one mentoring
- →Supported grading and feedback for programming assignments
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Resume
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Get in Touch
I'm open to full-time roles, research collaborations, freelance work, and interesting conversations. If you have something on your mind — let's talk.
sabbir772002@gmail.com
Phone / WhatsApp
+880 1571-144383