Anonymous

Software Engineer

Dhaka, Bangladesh

Summary

■ Software Engineer with 2 years of experience in producing clean and maintainable codes. Computer Science graduate with a good understanding of Algorithms, Data Structures & OOP having 5+ years of problem-solving experience. Experienced in working with machine learning related problems. At the same time exploring Front End Web Development using React.js.

■ My current skills include but are not limited to -
➣➣ C++, Javascript, Python, Swift, SQL
➣➣ TensorFlow, PyTorch, Keras, Scikit Learn
➣➣ OpenCV, Numpy, Pandas
➣➣ React.js
➣➣ Functional programming, git

Languages:

Bengali, English, Hindi

Favorite Python Packages:

Tensorflow, Pytorch, Keras, OpenCV, Flask, Pandas, Numpy

Experience

- Created a utility address ocr using OpenCV, tesseract-ocr.
- Created a dataset for real vs fake faces and built a liveness detection model from a single static image
using TensorFlow and Keras with an accuracy of 74%
- Built a face liveness detection based on eye blinking using OpenCV
- Built a NID(National ID Card of Bangladesh) type detector (old/new) with a 100% classification
accuracy and 99.75% mean average precision using the Darknet framework.
- Built automatic identity extraction from ID cards using image processing and optical character
recognition to extract the information given using tesseract 4.1 as base OCR library
- Built a Crowd Counting model using YOLOv3 and SCUT_HEAD dataset.
- Built a Head Detection model which achieved mAP(mean average precision) of 90% on SCUT-HEAD
dataset

Skills

Artificial Intelligence, Data Science, Flask, Frontend Development, Git, Gunicorn, JavaScript, Keras, Linux, Machine Learning, Matplotlib, Natural Language Processing, NumPy, Pandas, PyTorch, REST, ReactJS, SQL, Selenium, TensorFlow, Test-Driven Development, Virtualenv, Web Development, Web Scraping