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 (AI), 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