I build production retrieval-augmented assistants, multi-agent automation pipelines, and real-time computer vision systems—backed by peer-reviewed publications in IEEE, ACM, and Springer ICTIS.
Profile & Background
I am an AI and Software Engineer based in Dhaka / Gazipur, Bangladesh, focused on bridging academic machine learning with reliable production software. At Genuine Technology Research Limited (GTR), I integrate Large Language Models, Retrieval-Augmented Generation (RAG), and CrewAI multi-agent workflows into enterprise ASP.NET Core 8 applications.
Alongside industry engineering, I actively author research across Graph Neural Networks, Computer Vision, and Bioinformatics, with 7 published papers across IEEE, ACM, and Springer ICTIS venues (3 as first author) and 2 first-author manuscripts in preparation.
Career Trajectory
Genuine Technology Research Limited (GTR) · Dhaka
Promoted after a 2-month internship. Architecting and shipping features for the Alfred and HRM platforms in ASP.NET Core MVC, wiring in CrewAI agents, RAG, and local LLMs to automate enterprise workflows.
Genuine Technology Research Limited (GTR) · Dhaka
Built microservices with FastAPI, automated data pipelines with Selenium and Docker, and integrated AI capabilities into ASP.NET MVC products.
Niharon Technologies · Dhaka
Led technology strategy, full-stack product engineering, and cross-functional team execution for client software projects.
Academic Foundation
United International University (UIU), Dhaka
Presenting author at IEEE ICEEICT 2024 · General Member at UIU App Forum & Entrepreneur Development Forum.
Gazipur Metropolitan College, Gazipur
Rani Bilashmoni Govt. Boys’ High School, Gazipur
Core Capabilities
Every framework listed below has been deployed in a production repository or a peer-reviewed publication.
Multi-Agent & RAG: CrewAI, LangChain, LlamaIndex, ChromaDB, Ollama
Deep Learning: PyTorch, TensorFlow, GNNs, CNNs, GANs, Autoencoders
Computer Vision: YOLOv8, Vision Transformers (ViT), OpenCV, UNet++
Backend Frameworks: ASP.NET Core 8 MVC, FastAPI, Django, REST APIs
Architecture: Repository Pattern, Unit of Work, Clean Microservices
Frontend & Automation: JavaScript, Tailwind CSS, Tabulator, Selenium, Scrapy
Databases & ORMs: PostgreSQL, SQL Server, MongoDB, Entity Framework, SQLAlchemy
Data Science: NumPy, Pandas, Scikit-learn, Statistical Analysis
Pipelines & Ops: Docker, Apache Airflow, Azure, Linux & Shell, CI/CD
Production Systems
Enterprise assistant that answers questions across SQL databases, internal documents, and web pages with conversational memory and 100% local Ollama inference.
Real-time textile loom inspection combining YOLOv8 bounding-box localization with a 3-branch ensemble of CNN classifiers at 48 FPS.
CrewAI agents parse job listings, match candidate profiles via RAG, and generate tailored applications through FastAPI microservices and a .NET 8 front end.
Full-scale human resource platform with employee lifecycle tracking, attendance analytics, and interactive Tabulator dashboards built on Repository & Unit-of-Work patterns.
Diagnostic imaging pipelines for pulmonary lung segmentation (TIG-UNet++), tuberculosis screening, and diabetic retinopathy grading using transfer learning.
Multi-modal protein function classification, GCN graph similarity learning, sentiment analysis, and Bengali text-to-IPA phonetic neural transliteration.
Peer-Reviewed Output
ACM International Conference Proceedings · 2024
IEEE ICEEICT · 2024
IEEE ICCIT · 2024
Springer ICTIS · Bangkok · 2025
IEEE ICCIT · 2024
IEEE · 2024
IEEE ICEEICT · 2024
Verified Credentials
Coursera · DeepLearning.AI (Andrew Ng)
Coursera · DeepLearning.AI
IBM Skills Network
IBM Skills Network
DeepLearning.AI
Upstage & DeepLearning.AI
IEEE ICEEICT 2024 Conference
British Council
Available for AI engineering roles, enterprise RAG consulting, and joint research publications.