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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.

Thesis: Modeling and Forecasting of Electricity Generation from Hydro Power Plants

National University of Science and Technology

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

National University of Computer and Emerging Sciences

Software Engineer at EPAM Systems

Umer Javed

EPAM Systems

Software Engineer

Hauraki

Senior Data Scientist

VisionX Technologies

Associate Engineering Manager

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.

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

Data Scientist

I lead/supervised following projects:
1. Information extraction using OCR
2. Interactive Voice Response Automation
3. Healthcare chatbot for talkEHR

MTBC

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

I worked on following projects:
1. Symptoms to ICD10 prediction
2. History of Presenting Illness generation
3. Financial forecasting for medical claims

Umer Javed’s posts