About me
A brief introduction about my self
Umair Qadir
Software Engineer (Machine Learning)
Any sufficiently advanced technology is indistinguishable from magic. It's exciting to live in 21st century. Modern Data Science technologies enable us to get better insights and make life easier by using tons of data that we generate everyday very seamlessly.
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/ vision datasets. Developed end-end architecture for AI projects. Built dozens of REST compliant backend APIs. Looking for new opportunities to challenge & use current skills-set for a better cause.
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Technical Skills
Tools & Technologies
Python
Numpy, Pandas, Matplotlib
ML/ Neural Networks
Tensorflow, Keras, NLTK, Sk-learn, Scipy
Natural Language Processing
Nltk, Gensim, Spacy, Conversational-AI, RASA
Python/JS Frameworks
Django, Flask, React.js
Databases
MySQL, PostgreSQL, MongoDB, Redis
AWS/ GCP Cloud
Lambda, API-Integration, Bucket, EC2, S3
Work Experience
Previous Associations
Present
RedBuffer
Software Engineer (Machine Learning)
Working on a Natural Language Processing & Computer Vision. Built deep learning based models for computer vision problems. Developed NLP applications in conversational AI & Text Analytics. Built & managed end-end architecture planning and defining pipeline for micro-services to enable artificial intelligence functionality for large scale products.
Feb, 2018
Ayulla Limited
Software Engineer
Worked as Python developer with backend team. Contributed to large scale applicati on giving complete view of customer requiqrements. Also performed predictive analysis using Machine Learning algorithms. Designed API response System for application using django-rest-framework with Python3 and OAuth2 for authentication system.
Aug,2016
Zigron
Big Data Intern
Worked on Big Data technologies. Used technologies like apache spark, hadoop, MapReduce and cassandra. Worked with large scale applications. Contributed to already going on system involving getting & processing data from S3 storage, AWS and improving data operations rate per seconds.
Education
Academic Background
2018
Bachelor of Computer Science
University of Engineering & Technology, Lahore
CGPA: 3.2/4.0
Portfolio
Check LinkedIn for more/ reachout via email
Github
Smart Surveillance
A computer vision application aimed to
give admininstration better control for ensuring security given video stream.
Learning Management System
An advanced approcah towards Smart LMS ensuring more personalized learning.
Github
Customer Review Classification
A Deep Learning based system for classification of user reviews and extracting complaint issues.
Gender Predictor
Machine Learning application that classifies first names into gender as Male/Female.
Github
Automatic Ontology Learning
Automatic extraction of Ontology from unstructed text using Natural Language Processing.
Get In Touch For More Demos and Projects
Email would be the fastet way to reachout.
