About Me

Started my career as ML engineer around a year ago. Worked on natural language processing, recommendation system and computer vision. I've also worked on small scale data pipeline and data modeling.
Practitioner of machine learning domains and python programming for 2 years.
Have experience in web automation, scraping, data annotation, object detection, object recognition, text-based recommendation system, and GAN applications.
Currently exploring devops culture. Working towards to be proficient in Cloud Technology & Architecture.

Work Experience

Jr. Machine Learning Engineer

Ishraak Solutions Ltd.

October 2021 - March 2023
  • Worked on three recommendation system
  • Worked on building a dashboard and reports based on the business problem
  • Successfully built a data pipeline, where data from various sources are transformed into a uniform format and stored for further analytics
  • Run analytical tests on new data to find insights that can be utilized by the business team
  • Automated company information extraction to help the business team reach more clients in rapid time
  • Worked on backend to develop features for JobXprss website

Trainee Software Engineer (DevOps & Cloud)

BJIT Ltd.

April 2023 - Present
  • Working on linux system operations
  • BJIT software development process and architecture
  • Developing CI/CD pipelines
  • Writing ansible playbooks
  • Setting up environments for development team
  • Assisting on cloud infrastructure setup

Skills

  • Python, Java(Basic), C++(Basic), MATLAB
  • Pandas, Numpy, scikit-learn, SciPy, Matplotlib, Seaborn, Keras, TensorFlow, PyTorch, NLTK, Spacy, Gensim, OpenCV
  • Flask, FastAPI, Django
  • Streamlit, Docker, AWS
  • SQLite, MySQL, MongoDB, PostgreSQL
  • BeautifulSoup, Scrapy, Selenium
  • Ansible, Jenkins

Personal Projects

  • GAN applications to generate numeric digits, landscape and painting
  • Multi-modal hateful content detection from images(bangla language based memes)
  • Content based recommendation system using BERT and RNN
  • Facial recognition based attendance system

Education

Civil Aviation High School

2012-2013

Uttara Model College

2014-2015

Comilla University

2016-2021

Certification

  • Python Programmer DataCamp (2021)
  • Data Scientist with Python DataCamp (2021)
  • Machine Learning Scientist with Python DataCamp (2021)
  • AlgoExpert (2023)