MD RIFAT HOSSEN
Full-Stack Software Engineer
Full-stack developer and applied AI researcher specializing in scalable web and mobile systems, low-resource Bengali NLP, and explainable computer vision. Technical Lead at KREMS Technologies with 6 peer-reviewed papers published in Springer Nature (Q2 Journal) and IEEE.
KEY HIGHLIGHTS //
06
Published Papers
3.60
Graduated CGPA
LEAD
KREMS Technologies
834+
Active Transit Users
01 // WORK EXPERIENCE
Software engineering, startup architecture, and technical team leadership in web and AI systems.
AI Engineer & Full-Stack Developer
Co-Founder & Technical LeadCo-founded AI-powered software startup; architect full-stack applications, implement AI/ML pipelines, and direct technical strategy for an engineering team of 5. Secured office space at CUET IT Business Incubator (Level-3) to scale startup operations.
KEY DELIVERABLES & IMPACT //
Architected and delivered 10+ client software projects including HealthPort (AI healthcare), RChatbot (RAG chatbot), and official agency Next.js platform
Integrated machine learning pipelines and agentic automation workflows for client applications
Responsible for system scalability, database schema design, and technical roadmap execution
Collaborative technical leadership, mentoring, and code reviews across distributed team members
Secured office space at CUET IT Business Incubator (Level-3) to scale startup operations
Full-Stack Web Developer
Industrial AttachmentCompleted intensive industrial training in modern production web development stack (React, Node.js, MongoDB, Firebase). Engineered CUET FoodExpress, an end-to-end campus cafeteria ordering platform with Stripe payments and administrative dispatch console.
KEY DELIVERABLES & IMPACT //
Engineered CUET FoodExpress end-to-end full-stack campus food ordering platform
Implemented Firebase authentication, JWT-secured Express endpoints, and Stripe card payment processing
Designed customer ordering UI and comprehensive kitchen admin management dashboard with sales analytics
02 // FEATURED PROJECTS
Full-stack web applications, native mobile architectures, and applied machine learning models built for production.
Multi-Task Fruit Classification & Freshness XAI
Unified multi-task ResNet152V2 model for simultaneous 9-class fruit categorization (99.64% acc) and freshness classification (97.27% acc, 0.998 ROC-AUC) with dual-head Grad-CAM XAI. Published in IEEE ICCIT 2025.
Siyam IT Center
Production-grade multilingual IT agency website engineered with Next.js App Router, SSR/SSG, and zero-downtime CI/CD deployment on Vercel Edge Network.
03 // RESEARCH & PUBLICATIONS
Peer-reviewed academic research in deep learning defect classification, computer vision, and Bengali natural language processing.
BanglaSentNet: An Explainable Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis with Cross-Domain Transfer Learning
Dataset: 8,755 Real-World Bengali E-Commerce Reviews
BanglaSentNet: A Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis in Bangla E-Commerce Reviews
Dataset: 8,755 Verified Bengali Reviews
A Multi Task Deep Learning Model for Fruit Detection and Freshness Classification with GradCAM Explainability
Dataset: 30,357 Multi-Category Fruit Images
04 // SKILLS & PROBLEM SOLVING
Core engineering stack, system design tooling, and competitive programming track record across major platforms.
Languages
Frontend & Mobile
Backend & Systems
AI, ML & Research
Databases & Cloud
05 // EDUCATION & CREDENTIALS
Academic degree in Computer Science & Engineering at CUET alongside verified professional specializations and leadership tenures.
B.Sc. in Computer Science & Engineering
CGPA: 3.60 / 4.00Chittagong University of Engineering & Technology (CUET)
Graduated in CSE. Co-authored 6 peer-reviewed research papers in deep learning and NLP published in Springer Nature (Q2 Journal) and IEEE. Led campus initiatives, hackathons, and software engineering projects.
Chattogram, Bangladesh
Higher Secondary Certificate (HSC) — Science
GPA: 5.00 / 5.00Dhaka College
Science Group. Core coursework in Physics, Chemistry, Higher Mathematics, and Biology, along with General curriculum subjects including ICT, English, and Bangla. Graduated with GPA 5.00 / 5.00.
Dhaka, Bangladesh
Secondary School Certificate (SSC) — Science
GPA: 5.00 / 5.00Samsul Haque Khan School and College
Science Group. Core coursework in Physics, Chemistry, Higher Mathematics, Biology, and General Science, with general curriculum subjects in Bangla, English, and Social Studies. Graduated with GPA 5.00 / 5.00.
Dhaka, Bangladesh
06 // CREATIVE STUDIO & BEYOND CODE
Cinematic travel filmmaking, visual branding, technical writing, and strategic pursuits.
Rifat HossaiN.
@RifatHossaiNBroTravel Filmmaking & Cinematic Visuals
Documenting raw landscapes, mountain trails, and cultural journeys across Bangladesh. Combining cinematic drone perspectives, dynamic sound design, and custom color grading to tell immersive travel stories.
Featured Cinematic Films & Documentaries
Thanchi to Amiakhum — Raw Wilderness of Bangladesh
থানচি থেকে আমিয়াখুম - বাংলাদেশের সবচেয়ে দুর্গম সৌন্দর্য
Cinematic journey through the remote hill tracts of Thanchi, Sangu River boat expedition, and trekking to Amiakhum & Nafakhum waterfalls.
Beauty of Sylhet — Sada Pathor, Lalakhal & Volagonj
Beauty of Sylhet | Cinematic Video
Visual journey through the turquoise watercourses of Lalakhal and the crystalline white stonebeds of Bholaganj along the border.
CINEMATOGRAPHY & POST-PRODUCTION WORKFLOW //
Cinematic Video Editing
DaVinci Resolve, Adobe Premiere Pro, CapCut
Camera & Drone Composition
4K Composition, Framing, Gimbal Tracking
Color Grading & LUTs
Log Correction, Film Look, Ambient Tonal Balance
Sound Design & Atmosphere
Foley, Environmental Audio, Dynamic Pacing
07 // CONTACT & COLLABORATION
Available for software engineering positions, peer-reviewed academic research collaborations, and technical consulting.