Umer Javed
Software Engineer at EPAM Systems
I have 5 years of experience in the field of Data Science. I have been the part of Healthcare industry as well as Software industry. I have been doing data analysis, reporting, applying machine learning models, and managing the product.
Skills
Languages
English
・
Professional
Work experiences
Software Engineer
EPAM Systems・Full-time
Jun 2022 ~ Present
Senior Data Scientist
Hauraki・Full-time
Aug 2021 ~ May 2022
・
10 mosAssociate Engineering Manager
VisionX Technologies
Mar 2021 ~ Jul 2021
・
5 mosSenior Data Scientist
VisionX Technologies
May 2020 ~ Mar 2021
・
11 mosI worked on following project:
1. Information extraction of receipts using OCR up to items level
As a Lead Role, I have performed following duties:
1. Managing the product.
2. Communicating with the client.
3. Leading the team of Data Scientist.
4. Leading the team of Data entry operators.
5. Creating analytical reports.
Data Scientist
VisionX Technologies
Sep 2019 ~ Apr 2020
・
8 mosI worked on following projects:
1. Information extraction of receipts using OCR
2. Information extraction from digital invoices and classifying based on type
3. Smart Digital Concierge to address customer queries
Senior Data Scientist
MTBC
Jan 2019 ~ Sep 2019
・
9 mosI lead/supervised following projects:
1. Information extraction using OCR
2. Interactive Voice Response Automation
3. Healthcare chatbot for talkEHR
Data Scientist
MTBC
Aug 2018 ~ Dec 2018
・
5 mosI lead/supervised following projects:
1. Advanced Healthcare assistant
2. Auto complaint clustering
3. Predicting ICD codes given an ICD code
4. Support Center Messages redirection
5. National Drug Code Extraction
Junior Data Scientist
MTBC
Jun 2017 ~ Jul 2018
・
1 yr 2 mosI worked on following projects:
1. Symptoms to ICD10 prediction
2. History of Presenting Illness generation
3. Financial forecasting for medical claims
Educations
National University of Science and Technology
Master of Science (MS)・Computer Science
2018 - 2020
・
3.4/4 GPADescription
Thesis: Modeling and Forecasting of Electricity Generation from Hydro Power Plants
National University of Computer and Emerging Sciences
Bachelor of Science (BS)・Computer Science
2013 - 2017
・
3.4/4 GPAActivities and societies
E-Gaming event coordinator, NASCON ‘16
College cricket team captain, 2012
Description
Majors: Deep/Machine Learning, Data Mining, Artificial Intelligence, Distributed Computing, Android Development, and Software Testing
Final Year Project: XRay2Report [Deep/Machine Learning, TensorFlow, Android, REST, JSON, OpenCV]
Given a chest X-Ray image, process that image with CNN and RNN/LSTM, system generates text based diagnosis of the diseases.
University based projects:
Clash Removal System [Python, Genetic and CSP Algorithms]
Developed a clash removal schedule system for university by using AI algorithms.
Movie Recommender [Android, Collaborative Filtering, JSON, REST, Content Provider, Retrofit,
Picasso, JSoup]
Developed an android application for recommending movies and anime to the user based on user-user and item-item based collaborative filtering.
Person’s Activity Predictor [Python, Random Forest]
Trained and predicted the person’s motion given the data with a log loss of 0.00012 on 5 million records
Chatterbox [Java, JavaFX, MySQL]
Developed a hybrid version of Skype and WhatsApp with text translation embedded in chatting, having features like audio/video calling.
Graph-based Queries [C#, Dijkstra and Floyd Algorithm]
Developed a graph based on city of Pakistan and managing queries and graphs by using Dijkstra and Floyd Algorithm.
Personal Projects:
Money Manager [Android, SQLITE]
It allows the user to manage the amount he/she has to pay/receive from different people.
Awards & Honors:
INTRAFAST'17 Speed Programming Competition Winner
Listed in Dean’s List of NUCES-FAST
NaSCon’18 DataScience Competition Winner
