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.
EPAM Systems
National University of Science and Technology
Málaga, Spain
專業背景
- 目前狀態就職中
- 專業數據科學家
- 產業軟體
- 工作年資2 到 4 年 (2 到 4 年相關工作經驗)
- 管理經歷
- 技能
- 語言能力English・專業
- 最高學歷碩士
求職偏好
- 預期工作模式全職・對遠端工作有興趣
- 希望獲得的職位Data Scientist
- 期望的工作地點Canada・United States・United Arab Emirates・Islamabad, Pakistan・Belgium
- 接案服務不提供接案服務
工作經驗
Software Engineer
Senior Data Scientist
Associate Engineering Manager
Senior Data Scientist
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
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
I lead/supervised following projects:
1. Information extraction using OCR
2. Interactive Voice Response Automation
3. Healthcare chatbot for talkEHR
Data Scientist
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
I worked on following projects:
1. Symptoms to ICD10 prediction
2. History of Presenting Illness generation
3. Financial forecasting for medical claims
學歷
Master of Science (MS)
・
Computer Science簡介
Thesis: Modeling and Forecasting of Electricity Generation from Hydro Power Plants
Bachelor of Science (BS)
・
Computer Science社團活動
E-Gaming event coordinator, NASCON ‘16
College cricket team captain, 2012
簡介
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