education
Bachelor in Computer Science & Engineering
North South University, Bangladesh
September 2019 — January 2024
3.35/4.00Higher Secondary School
Police Lince High School and College, Bangladesh
April 2015 — January 2017
4.33/5.00experience
Intern AI Engineer
CPSD Technologies Ltd.
May 2024 — December 2024
CPSD delivers end-to-end IT solutions, including AI, IoT, software development, data center management, network security, automation, robotics, and marketing services.
- Developed a computer vision system to detect face and generate report on male and female count using Python, PyTorch, OpenCV.
- Created a conversational chatbot using Groq API LangChain, Chromadb, Streamlit.
Trainee Engineer
Systech Datasoft Ltd.
August 2023 — January 2024
Systech Datasoft develops cutting-edge computer vision solutions, advancing visual perception to benefit industries and improve lives.
- I have attended regular classes and coding sessions and solved several AI assignments.
- Worked on a computer vision project of car damage detection using YOLOv8.
- Technology used: Python, PyTorch, TensorFlow OpenCV.
competitions
YOBO — AI Hackathon (2024) | Finalist
- Developed a Offline Encyclopedia application named Knowly. It is a conversational chatbot with custom knowledge base and with the feature of maintaining chat session.
- It also has multimodal rag feature which means we can query on image.
- It also has the feature of voice query.
- Technologies used: HuggingFace, LangChain, Ollama, Chromadb, Streamlit.
- Link: https://github.com/Muntasir2179/knowly
skills
Python
JavaScript
HTML
CSS
Django
Django REST
React
MySQL
PostgreSQL
Tailwind CSS
AI/ML/NLP
Ubuntu
Git
GitHub
Postman
Projects
Edemy - Learning Management Platform
- A Platform for students and instructors to purchase and sell courses similar to Udemy.
- Role based authentication, reusable component library, global style guide.
- Tech: ReactJs, HTML, CSS, Django REST Framework, Neon, Cloudinary, Stripe.
-
Video demo:
https://youtu.be/vG3G7VP_mso
Appointment Schedule Management Automation
- Aimed to automate the appointment scheduling process using LLM agent and WhatsApp. It can be useful for various business cases such as medical center and consultation providers.
- Tech: Python, LangChain, Django, MySQL, HTML, CSS, Bootstrap.
-
Video demo:
https://youtu.be/-U-7ktjTsHI
Bangla Accent Detector
- An Bengali accent detection system using Python.
- I have created a custom dataset of Bangla Accents from 13 different places in Bangladesh.
- Tech: Pandas, Numpy, Matplotlib, Librosa, Scikit-learn, PyTorch, TensorFlow, Dolby.io.
University Data Management System
- Developed a software to manage data of students, faculties and stuffs of a university.
- Tech: Java, Java Spring.
Relevant Courses
Data Structures & Algorithm
Machine Learning
Operating System
Pattern Recognition
Database System
Natural Language Processing
Object Oriented Programming
Theory of Computation
Software Engineering