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Machine Learning Engineer
October 2021 - July 2023
Doctor’s Handwritten Prescription Text Detection and Recognition: Trained a deep learning model using PyTorch for classifying handwritten and printed texts in the prescription.Used different custom and pre-trained models for handwritten text recognition. Contributed to developing a cross-platform application for the complete system
Credit Customer Classification: Supervised machine learning approach for predicting customer category who purchase motor vehicles through installments.Prepared analysis dashboard using PowerBI based on the predictions for aiding data-driven decision making for the business management.
Map Visualization in PowerBI: Wrote custom geojson file for the districts in Bangladesh and integrated with PowerBI dashboards with Mapbox visualization.
FAQ Chatbot: Automated chatbot developed in RASA framework for FAQs on Savlon’s website.
Scrappers: Wrote multiple web scrappers using BeautifulSoup and Selenium
Junior Data Scientist- R&D Division
April 2021 - September 2021
Coupon Recommender Engine: Researched different recommendation
systems. Worked with collaborative,content-based and hybrid recommender
engines. Contributed to developing the final complete recommendation system pipeline
Customer Segmentation: Built data pipeline and performed RFM analysis for
customer segmentation. Experimented with various clustering methods
Exploratory Data Analysis: Performed different EDA on transactional data to generate
insights for the business team.
Trainee (Seeds for the Future'2019)
April 2019 - May 2019
5G and 4G Base Station Configuration: As a part of a team, attended the theoretical
classes and successfully configured experimental 4G and 5G base stations in Huawei’s Lab and
performed necessary tests
Training: Attended training and passed subsequent tests on 5G, Internet of Things, Artificial
Intelligence, Cloud Computing, Big Data Analytics in IoT Sytems.
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