Mehedi Hasan
Full-Stack Engineer & AI Researcher
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I love exploring the under-the-hoods of technologies and CS fundamentals. I'm working with Model Context Protocol (MCP), LangChain, RAG systems, FastAPI, Django, Node.js, React, and Next.js to build scalable AI-driven platforms.
About
Hi, I'm a software engineer and competitive programmer with a deep love for CS fundamentals. I enjoy exploring under-the-hoods of complex tech to understand its core
Currently a Software Engineer Intern (AI/ML) at Samsung R&D Institute Bangladesh, building AI agents on internal user data and documents. I have built AI systems including RAG pipelines, an LLM-driven data manager powered by Model Context Protocol (MCP), a dubbing platform and developed web solutions to streamline operations and strengthen digital infrastructure.
Location
Sylhet, Bangladesh
Focus Areas
Technical Expertise
Full-Stack Development
End-to-end application development from database design to frontend implementation
AI/ML Integration
RAG pipeline design, vector database optimization, semantic search, LLM orchestration
API Design & Integration
RESTful APIs, third-party service integration
Performance Optimization
Database query optimization, caching strategies
System Architecture
Scalable database schemas, containerization
DevOps & Deployment
Docker containerization, Cloud deployment
Tech Stack
Languages
Web Technologies
AI/ML Integration
Databases
Cloud & DevOps
Competitive Programming
National Contests
DSA Knowledge
Data Structures
Trees
Graph Algorithms
Paradigms
Analysis
Projects
Experience & Journey
Software Engineer Intern (AI/ML)
Samsung R&D Institute Bangladesh
Building AI agents on internal user data of Samsung apps and documents. Working on RAG pipelines and agentic systems that let internal teams query and interact with proprietary data.
Trainee Software Engineer
recurse.ai
Designed and developed full-stack AI dubbing platform (clearvocals.ai) with Next.js, Express.js, integrating AssemblyAI & Fish-speech open source Voice Cloning. Built automated WordPress plugin generation system using LangChain, RAG pipelines, custom MCP servers, and multi-LLM orchestration (Claude, Gemini, OpenAI). Developed production-ready WordPress assistant chatbot with RAG, real-time web search, and autonomous content generation.
Lead Developer
Brikkhobondhon IT Department
Leading the Office Digitalisation Project, developing website and mobile app solutions to streamline organizational operations and enhance digital infrastructure.
B.Sc. Computer Science & Engineering
Shahjalal University of Science and Technology (SUST)
Final year Computer Science student with CGPA 3.61/4.00. Focus on AI/ML, RAG systems, Full-Stack Development, and Competitive Programming. Located in Sylhet, Bangladesh.
Certifications
AWS Academy Graduate - Cloud Foundations
AWS Academy
ID: b1cf8ac4-1a29-4e94-a4cc-2fa5a90ac5fe
React 18 for Beginners
Mosh Academy
ID: cert_wbw1xich
Certificate of Participation - MIAKE KUET IUPC Onsite 2025
IUPC
Certificate of Appreciation - API AVENGERS Finalist
Heckathon
Research
Optimizing Post-Quantum LWE Encryption for Large Image Data
B.Sc. Thesis, SUST(In Progress) • 2025-26
A comprehensive hybrid cryptographic preprocessing and acceleration framework integrating image compression techniques (RLE, Huffman coding, YCbCr with chroma subsampling) with Strassen's matrix multiplication for LWE-based encryption. Achieved 41.19% average data volume reduction while maintaining lossless compression (PSNR = ∞) and full post-quantum security guarantees.
BanglaNoise-10: A Diverse Audio Dataset for Machine Learning on Urban Environmental Noise in Bangladesh
Data in Brief (Under Review) • 2025
First nationwide South Asian environmental noise dataset containing 5,035 labeled audio clips across 10 urban noise categories. Achieved 98% accuracy with Whisper-Base, 97% with Wav2Vec2-Base. Dataset includes bike, bus, car, CNG auto-rickshaw, construction noise, protest, siren, traffic jam, train, and truck sounds collected across Bangladesh.
Voluntary Works
Writing blogs on Computer Science Fundamentals
Knowledge-sharing Platform - mdmehedi.tech
Created and maintain a knowledge-sharing platform dedicated to computer science fundamentals. Writing in-depth technical blogs exploring core CS concepts, algorithms, data structures, and system design principles. Focus on making complex topics accessible through clear explanations and practical examples.
Coordinator
SUST Competitive Programming Club
Managed and conducted training sessions, problem-solving classes, and programming contests to guide and mentor junior students in improving their competitive programming skills. Organized practice rounds, code review sessions, and strategy discussions to help develop problem-solving expertise.
Founding Member
Institute of Nebula for Changing
Co-founded an organization dedicated to rural education and empowerment, focused on delivering quality education in underserved rural areas. Designed and delivered training programs in basic computer knowledge and programming to empower rural youth. Contributed to bridging the digital divide and creating opportunities for skill development in remote communities.
Get In Touch
I'm always open to discussing AI projects, collaborations, or engineering challenges. Feel free to reach out!