Contact: akib1162100@gmail.com | +880 1521 111 883 |
Software Engineer with experience in Machine Learning, Backend Development, and Data Science. Proficient in Python, PostgreSQL, and advanced frameworks like FastAPI and PyTorch. Passionate about solving complex problems and building scalable solutions.
Skill | Proficiency | Experience |
---|---|---|
Python | Advanced | 3+ years |
PostgreSQL & SQL | Advanced | 2+ years |
Machine Learning | Intermediate | 3 years |
OpenCV | Advanced | 2+ years |
LLMs | Intermediate | 1+ years |
PyTorch | Intermediate | 1 year |
FastAPI | Intermediate | 1 year |
Jupyter Notebook | Advanced | 3+ years |
AI & NLP | Intermediate | 2+ years |
Software Engineer (August 2022 - Present)
Skills Utilized: Python, FastAPI, PostgreSQL, Transformers, PyTorch, Pandas, Code Documentation.
Machine Learning Engineer (March 2021 - August 2022)
Skills Utilized: Python, Flask, RASA, OpenCV, Kaldi, SQL, NLTK.
FastAPI Developer (Contract, February 2024 - March 2024)
Skills Utilized: RESTful API, Jinja, Code Documentation.
Software Engineer Trainee (January 2020 - June 2020)
Skills Utilized: .NET Core, React.js, JWT, RESTful API.
Developer (April 2021 - November 2021)
Backend Developer (August 2022 - May 2023)
Developer (June 2023 - Present)
Developer (September 2021 - January 2022)
Lead Developer (March 2024 - Present)
Lead Developer (July 2024 - Present)
Developer (January 2022 - March 2021)
Face Detection with Blinking Detection
Developed a face detection system with blinking detection functionality using OpenCV.
GitHub Link
Data Science Challenge
Participated in various data science challenges, focusing on data processing and model training.
GitHub Link
Bangladeshi NID Processing
Automated extraction of information from Bangladeshi NIDs using OpenCV and OCR.
GitHub Link
Rice Data Analysis
Performed data analysis on rice production datasets, utilizing various statistical and machine learning techniques.
GitHub Link
RAG (Retrieval-Augmented Generation) LLM Basic Implementation
Implemented a basic RAG setup for an LLM, combining retrieval and generation for improved responses.
GitHub Link
ML Base
A repository with foundational machine learning models and pipelines, serving as a base for ML projects.
GitHub Link
Healthcare RAG
Developed a healthcare-specific RAG (Retrieval-Augmented Generation) model for providing medical information support.
GitHub Link
Tweet Sentiment Analysis
Built a sentiment analysis model for tweets, analyzing public sentiment on various topics.
GitHub Link
Co-author
B.Sc. in Software Engineering
Institute of Information Technology, University of Dhaka
GPA: 3.60 (out of 4.00) | 2017 - 2021
HSC in Science
Notre Dame College, Dhaka
GPA: 5.00 (out of 5.00) | 2014 - 2016
Problem Solving (Basic)
Data Structures and Algorithms (Sorting, Searching)
Certificate Link
Python (Basic)
Covered Scalar Types, Operators, Control Flow, Strings, Collections, and more.
Certificate Link