Avatar of Umer Javed.
Umer Javed
Software Engineer at EPAM Systems
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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.
Logo of the organization.
EPAM Systems
National University of Science and Technology
Málaga, Spain

Professional Background

  • Current status
    Employed
  • Profession
    Data Scientist
  • Fields
    Software
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
  • Skills
    Python
    Linux
    GCP
    DevOps
    SQL
    Android
    Java
    C++
    bash
    Jupyter Notebook
    Pycharm
    Git
    Android Studio
    Eclipse
    Selenium
    LoadRunner
    J-Unit
    Unity3D
  • Languages
    English
    Professional
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Data Scientist
  • Desired work locations
    Canada
    United States
    United Arab Emirates
    Islamabad, Islamabad Capital Territory, Pakistan
    Belgium
  • Freelance
    Non-freelancer

Work Experience

Logo of the organization.

Software Engineer

EPAM Systems
Full-time
Jun 2022 - Present

Senior Data Scientist

Hauraki
Full-time
Aug 2021 - May 2022
10 mos

Associate Engineering Manager

Mar 2021 - Jul 2021
5 mos

Senior Data Scientist

May 2020 - Mar 2021
11 mos
I 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

Sep 2019 - Apr 2020
8 mos
I 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

Jan 2019 - Sep 2019
9 mos
I lead/supervised following projects: 1. Information extraction using OCR 2. Interactive Voice Response Automation 3. Healthcare chatbot for talkEHR

Data Scientist

Aug 2018 - Dec 2018
5 mos
I 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

Jun 2017 - Jul 2018
1 yr 2 mos
I worked on following projects: 1. Symptoms to ICD10 prediction 2. History of Presenting Illness generation 3. Financial forecasting for medical claims

Education

Master of Science (MS)
Computer Science
2018 - 2020
3.4/4 GPA
Description
Thesis: Modeling and Forecasting of Electricity Generation from Hydro Power Plants
Bachelor of Science (BS)
Computer Science
2013 - 2017
3.4/4 GPA
Activities 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