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Machine Learning focused Software Engineer having 3+ years of experience. Expert mining information from large sets of structured or unstructured data, able to apply mathematical, statistical and machine learning techniques on numerical/ text/ v...Show More
Data & Analytics
Conversational AI Chatbot -- Python/ Rasahttps://github.com/umairqadir97/rasa-ai-chatbot
Build Chatbot application for Telecom Company
Conversational AI Chatbot -- Python/ Rasa
Machine Learning Engineer
I was sole developer for this project. Working directly with Technical Management & Marketing Team for product requirements.
Build Chatbot application for Telecom Industry client
Using Technologies Stack: Python, RASA, Tensorflow, Spacy, Flask etc.
Bot was responsible for providing informtion to users and carrying out different transaction on behalf of verified users.Show More Show Less
ToolsGit PyCharm SSH Sublime Text
Biomedical Images Analysis
Machine Learning Engineer
I was responsible for getting information about Cell Estimation and Types if Cells in Biopsy. And I achieved near real-time results using regression techniques with deep learning.
Analyzing Biomedical Images for assisting doctors with pre-examination Biopsy Information for Cancer Treatment.
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Content Management (LMS) with Djangohttps://github.com/umairqadir97/learning-management-system
Content Management (LMS) with Django
This application is a sample of in-house built product Learning Management System with modern cutting edge technologies to ease the learning process. Implemented core backend engine and supporting apps for handling accounts, courses, assignments, discussions and quizzes.Show More Show Less
SkillsPython Django REST API Development
Scaling Web APIs (Backend) -- Python/ Flaskhttps://github.com/umairqadir97/scaling-flask-api
Scaling Web APIs (Backend) -- Python/ Flask
This POC/ boilerplate API is part of a larger system implementing data-warehousing that was required to normalize data coming from various sources and of different types. The system parsed all the incoming data to common JSON format, before ingestinng to the ware-house. We also parsed PDFs, xmls, html and excel/ csv files along with other databases.Show More Show Less
Business Invoices Management System (backend) -- Python/ Flaskhttps://github.com/umairqadir97/invoice-parsing-and-discovery
Business Invoices Management System (backend) -- Python/ Flask
Data-Warehouse related project for fetching, parsing and mapping commercial invoices with relevant delivery-challan & purchase-order. Parsing the Purchase Orders, Delivery Challans & preparing mappings.
Top 3 Key Learning:
- Setting up boilerplates for flask project
- POc development with Flask templates
SkillsPython Flask Data Warehousing SQL