Available for AI/ML opportunities
Ekanta Banik (Durjoy)

Ekanta Banik
(Durjoy)

AI/ML Engineer

Building Intelligent Systems with Generative AI, LLMs, Agentic AI & Computer Vision

AI Engineer with hands-on experience building AI-powered applications using Large Language Models (LLMs), Generative AI, Agentic AI systems, and Computer Vision. Passionate about designing intelligent automation pipelines, developing LLM-driven agents, and creating scalable AI-powered software solutions. Skilled in transforming innovative ideas into practical, production-ready applications that solve real-world challenges.

Download Resume
About Me

Passionate AI Engineer building intelligent solutions with today's cutting-edge technologies

I have hands-on experience across the modern AI stack, from Generative AI and LLM applications to Agentic AI systems, Computer Vision, and AI automation pipelines. My expertise spans AI/ML, Generative AI, Large Language Models (LLMs), Agentic AI, Computer Vision, AI Automation, API Integration, and Software Quality Assurance.

I enjoy transforming complex ideas into practical, scalable AI solutions that solve real-world problems, streamline workflows, and deliver measurable impact.

Profile
AI Engineer
  • AI/ML Engineering
  • Generative AI
  • Agentic AI
  • Computer Vision
  • AI Automation
  • LLM Applications
Featured Projects

Selected AI work

Virtual Try-On System
FeaturedGenerative AI

Virtual Try-On System

AI-powered clothing virtual try-on application using Stable Diffusion Inpainting. Users upload a photo and describe clothing through a text prompt, and the system generates a realistic try-on result using GrabCut body segmentation and diffusion-based inpainting.

PythonStable DiffusionDiffusersOpenCVGradioHuggingFace Spaces+2
GitHub Live Demo
Client Requirement Analyzer Agent
Agentic AI

Client Requirement Analyzer Agent

An agentic AI system that analyzes client-provided documents and extracts structured business requirements. It uses LLMs for document understanding, automated requirement classification, and natural language report generation to streamline the software project discovery process.

PythonLLMLangChainPrompt EngineeringNLPDocument AI+2
GitHub Live Demo
N8N AI Model Automation
AI Automation

N8N AI Model Automation

Multi-step AI automation workflows using N8N, orchestrating LLM agents, external APIs, and data pipelines. The system demonstrates agentic task delegation, conditional branching, API orchestration, and intelligent workflow automation.

N8NLLM IntegrationAgentic AIAPI OrchestrationWorkflow AutomationPython
GitHub
Real-Time Cheat Detection System for Online Exams
Computer Vision

Real-Time Cheat Detection System for Online Exams

AI-powered real-time exam cheat detection system using YOLOv8 and Computer Vision techniques. The project involved custom dataset collection and annotation using Roboflow, object detection model training, and real-time video analysis to identify suspicious exam activities.

YOLOv8RoboflowMatplotlibOpenCVObject DetectionComputer Vision
GitHub
Learn Bangladesh AI Agent
Agentic AI

Learn Bangladesh AI Agent

A conversational AI agent built to answer questions about Bangladesh — hospitals, institutions, restaurants, and more. It provides a natural-language chat interface with quick-question suggestions and a responsive, dark-themed UI.

PythonLLMLangChainAgentic AINLPChatbot+2
GitHub
AI & Technical Skills

The stack I build with

Programming Languages

PythonJavaScript

AI Specializations

Computer VisionNatural Language Processing (NLP)LLM ApplicationsGenerative AIMachine LearningAgentic AI Systems

AI Engineering & Automation

LangChainN8N AutomationAPI Integration

Backend

Node.js

Tools & Technologies

REST APIsDocker (Basic)
Experience

Professional timeline

01/2025 – Present

Jr. SQA Engineer

Betupia Group · Gulshan-1, Dhaka
  • Managed and supported projects related to retail and consumer-based software solutions.
  • Coordinated with teams to ensure smooth project execution.
  • Tracked project progress and supported delivery aligned with business and customer needs.
  • Conducted functional, regression, and smoke testing on web applications.
  • Used Postman for API validation and automated API testing.
03/2022 – 09/2024

Trainee Project Coordinator

Pureit · Mohakhali DOHS, Dhaka
  • Assisted in managing project activities.
  • Tracked project deliverables.
  • Coordinated with team members.
  • Contributed to smooth execution and timely completion of project tasks.
Education

Academic background

PRIMARY

Bachelor of Science in Computer Science and Engineering

Canadian University of Bangladesh
08/2022 – 05/2026 Marul-Badda, Dhaka, Bangladesh

Diploma in Computer Science

Institute of Computer Science and Technology
2018 – 2022 Feni Sadar, Feni, Bangladesh
Resume

My CV

Ekanta Banik (Durjoy) — AI/ML Engineer CV
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AI Engineering Focus

Building Intelligent Solutions

Generative AI

Building AI-powered applications using diffusion models and generative technologies.

LLM & Agentic AI

Designing intelligent agents and LLM-powered systems for document understanding and automation.

AI Automation

Creating automated workflows using N8N, APIs, LLMs, and intelligent task orchestration.

Computer Vision

Developing real-time AI solutions using object detection, image processing, and computer vision.

Professional Journey

From code to intelligent systems

01Computer Science Education
02Project Coordination
03Software Quality Assurance
04AI/ML & Generative AI
05Agentic AI & AI Automation

My combination of project coordination, software testing, and AI engineering gives me a strong understanding of both technical implementation and real-world software delivery.

Contact

Let's Build Something Intelligent

I'm open to opportunities in AI/ML Engineering, Generative AI, Agentic AI, AI Automation, and intelligent software development. If you're working on an interesting problem or building an AI-powered product, let's connect.

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