Open to opportunities

hasin ahmed

@hasinahmed

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Machine learning engineer building production computer vision and backend AI systems.

Bangladesh

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What I'm looking for

I’m looking for a role where I can build production ML/Computer Vision/LLM systems—GPU-deployed pipelines, scalable FastAPI services, and intelligent assistants—while collaborating with engineering and product teams to ship reliable outcomes.

I’m a machine learning and software engineer focused on production computer vision, LLM-based assistants, and backend systems. I’ve built GPU-deployed, multi-camera analytics pipelines and enterprise AI tools at Brain Station 23 using Python and PyTorch.

In my recent role, I design and deploy scalable ML pipelines across distributed compute and GPU environments, and I develop production services with FastAPI, containerized infrastructure, monitoring, and automated deployment workflows. Previously, I built VisionLab, a real-time multi-camera platform for person re-identification, zone counting, queue monitoring, facial-expression recognition, and trajectory analytics.

I also pursue research in LLM alignment, steering vectors, and mechanistic interpretability, and I apply those interests through projects like agentic workflows with LangChain and Gemini. My work spans full-stack delivery, intelligent automation for Microsoft Teams assistants, and computer-vision research outputs like error-bar detection in scientific plots.

Experience

Work history, roles, and key accomplishments

Current

Associate Software Engineer

Current

Brain Station 23

Apr 2026 - Present (3 months)

Designed and deployed scalable machine learning pipelines across distributed compute and GPU environments, improving processing reliability and operational maintainability. Built AI-powered enterprise tools and production backend services using Python and FastAPI with containerized infrastructure and monitoring.

Machine Learning Pipelines Distributed Computing Python fastAPI Containerization Monitoring

Current

Research Assistant

Current

BARTA Lab

Sep 2025 - Present (10 months)

Conducted research on LLM alignment, focusing on steering-vector methodologies, mechanistic interpretability, and controllable text generation.

LLM Alignment Steering Vectors Text Generation

Current

Research Mentee

Current

IIT HCI Community, University of Dhaka

Jan 2024 - Present (2 years 6 months)

Investigated software engineering research topics including community smells, collaboration patterns, team dynamics, and their effects on software-project outcomes.

Software Engineering Collaboration Pattern Analysis Team Dynamics Analysis

Software Engineering Intern

Brain Station 23

Oct 2025 - Apr 2026 (6 months)

Built VisionLab, a real-time multi-camera analytics platform for person re-identification, zone counting, queue monitoring, facial-expression recognition, and trajectory heatmaps. Developed a FastAPI backend and Next.js frontend and deployed the platform to a GPU VPS, including an agentic Microsoft Teams assistant and NLP pipelines for sentiment and clustering.

YOLOv8 OpenCV BoxMOT DeepFace Re Identification fastAPI Next.js GPT OSS 20B N8n Adaptive Cards Microsoft Teams Sentiment Analysis Clustering

Program Coordinator

IEEE Computer Society, University of Dhaka Student Branch

Jan 2024 - Jan 2025 (1 year)

Served as Program Coordinator for the IEEE Computer Society student branch at the University of Dhaka.

Education

Degrees, certifications, and relevant coursework

Institute of Information Technology, University of Dhaka

Bachelor of Science, Software Engineering

2022 -

Grade: CGPA: 3.62/4.00

Activities and societies: Completed 7 semesters; relevant coursework includes Artificial Intelligence, Data Structures and Algorithms, Web Technologies, Software Security, Information Security, Design Patterns, Software Requirements, and Software Project Lab.

Pursuing a Bachelor of Science in Software Engineering at the Institute of Information Technology, University of Dhaka, with a current CGPA of 3.62/4.00.