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AI Engineer with 2+ years in Fullstack Development & Machine Learning
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As a Junior Software Engineer and Research Assistant with 2.9 years of combined experience, I've specialized in full-stack development using Next.js, Django, and FastAPI, alongside extensive work in AI/ML, deep learning, and natural language processing. My expertise spans building enterprise HRM systems, medical imaging applications, and RAG-based conversational AI, demonstrating a strong capability in architecting scalable solutions and integrating advanced AI models for real-world impact. I am passionate about leveraging technology to solve complex problems and continuously expanding my technical skill set.
North South University
Bachelor of Science · Computer Science and Engineering
August 1, 2021 – June 30, 2025
Tanvir Constructions Ltd.
Junior Software Engineer
March 1, 2025 – December 1, 2025
Dhaka, Dhaka Division, Bangladesh
DiagnoTech-Ai
Junior Software Engineer (Part-Time)
May 1, 2024 – December 1, 2024
Dhaka, Dhaka Division, Bangladesh
North South University
Research Assistant (Part-Time)
July 1, 2023 – December 1, 2024
Dhaka, Dhaka Division, Bangladesh
Sketch Frenzy - Real-Time Multiplayer Drawing Game
June 1, 2026 – Present
Developed a full-stack real-time multiplayer drawing and guessing game supporting up to 12 concurrent players. Implemented WebSocket-based live canvas synchronization, real-time chat, and a speed-based scoring system. Containerized the full application using Docker Compose orchestrating frontend, backend, PostgreSQL, and Redis services.
View ProjectIEEE NSU Student Branch Website
June 1, 2026 – Present
Production website serving 200+ members with dynamic content management. Enhanced UI/UX using modern web technologies. Led a team of 3 developers through the complete development lifecycle.
View ProjectPDF Learning Hub
June 1, 2026 – Present
Built full-stack RAG application enabling conversational AI chat with PDF documents using LangChain framework and Qdrant vector database for semantic search. Implemented automated MCQ generation and quiz assessment system with instant scoring.
View ProjectTask Tracker
June 1, 2026 – Present
Developed a full-stack task tracking application with secure authentication including Google sign-in option. Built a responsive UI using Tailwind CSS and Three.js.
View ProjectSegmentar
June 1, 2026 – Present
Engineered an advanced image segmentation tool powered by UNet architecture. Designed the tool using Django for optimal performance and scalability. Delivered precise and detailed segmentation for the Circle of Willis.
View ProjectIdentiFind - Person Profile Disambiguation System
June 1, 2026 – Present
Senior design project implementing face recognition pipeline with Mistral-7B and DeepSeek-7B for zero-shot biographical profiling. Achieved 67% full name accuracy and 39.8% professional context extraction through multi-source validation and NLP.
View ProjectHackerRank Problem Solving (Intermediate) Certificate
HackerRank
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's involvement in academic projects, personal projects, and professional roles, combined with extracurricular activities like leading a student branch website team and competitive programming, suggests a well-rounded individual who is passionate about technology and continuous learning. This aligns well with a culture that values innovation, collaboration, and self-improvement. The breadth of skills and project types indicates a versatile individual capable of contributing to various aspects of an AI engineering role.
Soft Skills & Operational Fit
The candidate's project descriptions and work experience indicate strong problem-solving skills, a proactive approach to learning new technologies, and experience in team leadership (IEEE NSU Student Branch Website). The research assistant role and publications suggest a detail-oriented and analytical mindset. The diverse project portfolio demonstrates adaptability and a willingness to tackle complex challenges.