Awais Jafar work email
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Working as a Machine Learning Engineer at Uber working on real-time pricing solutions. Previously I was at Bloomberg working as a Senior Software Engineer in the data latency team.My research interests mainly span ML model optimization, Natural Language Processing, and Computer Vision.I was a research and development engineer and a core team member at SlashNext, a California based network security startup where I came up with robust machine learning techniques to detect zero-day threats.I have a bachelor's in Electrical Engineering and a master's in Computer Science where I graduated summa cum laude. While working towards my master's, I worked on a wide range of research projects including Moodistan, a USAID funded program for analyzing and aggregating news from multiple news and to promote transparency in different news sources.
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Senior Machine Learning EngineerUberSan Francisco, Ca, Us -
Machine Learning Engineer IiUber Sep 2022 - PresentSan Francisco, California, UsCourier Core Pricing Team Developing Deep Learning Based Elasticity models for real-time courier pricing Evaluating overall cost effects of new features / models at scale
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Sr Software EngineerBloomberg Lp Jun 2022 - Nov 2022New York, Ny, UsPart of Market Data Latency Team -
Graduate Research AssistantUniversity Of Illinois At Chicago Jul 2018 - Jun 2022Chicago, Il, Us- Developed a new sampling technique for open-ended text generation task surpassing other sampling techniques including Nucleus Sampling, Temperature Sampling and Top-K sampling, achieving near human performance.- Leveraging Sequence to Sequence Transformers based Language Models to generate keyphrases based on Title and Abstract of Scientific Articles. Improved F1@5 score by 6% over previous SOTA on kp20k dataset- Developed an efficient alternative to Dropout techniques for both Fully Connected and Convolutional Layers of Deep Neural Networks. Improved accuracy of ResNet-50 by 3% over previous SOTA on CIFAR-100 dataset- Leading a project on Evaluating the Efficiency and Robustness of Language models in Author Attribution settingAdvisors : Dr. Chris Kanich, Dr. Cornelia Caragea -
Co-FounderReefew Oct 2017 - Jun 2022Chicago , Illinois , UsReefew is an AI-powered summarization platform that delivers smart, personalized news related to business, technology, sports, science and more. Designed and Developed an end-to-end automated news aggregator and summarizer with web and a mobile version for both iOS and Android app stores. Mobile apps are built using React-Native while the backend is developed in Django. Used language models for news summarization and graph neural networks for co-reference matching for finding the same article on multiple sources. -
Research AssistantLahore University Of Management Sciences May 2017 - Jul 2018Lahore, Punjab, PkWorked on refining and developing new machine learning methods for addressing the challenges faced in news and social media analysis projects Funded by United States Institute of Peace (USIP) and BCURE program at Harvard UniversityAdvisor : Dr. Fareed Zaffar -
Software EngineerSlashnext, Inc. Aug 2014 - Apr 2017Pleasanton, California, Us- Designed, developed, and managed SlashNext's data ingestion pipelines for threat intelligence data-feed generation.- Implemented APIs for threat feed distribution to clients in Python using django-rest-framework and mysql.- Developed and Deployed real-time malicious document classification pipeline using Scikit-learn and django-rest-framework.- Developed and Deployed real-time header anomaly network traffic detection tool using Multi-headed Convolutional Neural Network in PyTorch and Onnx with an F1 score of 96\%- Developed data scrappers for malicious URLs and IOCs data collection using Python's modules like bs4, requests, selenium
Awais Jafar Skills
Awais Jafar Education Details
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University Of Illinois ChicagoComputer Science -
Lahore University Of Management SciencesComputer Science
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University Of Engineering And Technology, LahoreElectrical And Computer Engineering
Frequently Asked Questions about Awais Jafar
What company does Awais Jafar work for?
Awais Jafar works for Uber
What is Awais Jafar's role at the current company?
Awais Jafar's current role is Senior Machine Learning Engineer.
What is Awais Jafar's email address?
Awais Jafar's email address is aj****@****uic.edu
What schools did Awais Jafar attend?
Awais Jafar attended University Of Illinois Chicago, Lahore University Of Management Sciences, University Of Engineering And Technology, Lahore.
What are some of Awais Jafar's interests?
Awais Jafar has interest in Data Analytics, Web Development, Machine Learning, Data Science, Web Designing.
What skills is Awais Jafar known for?
Awais Jafar has skills like Python, Java, C++, Web Development, Machine Learning, Matlab, Data Mining, Data Analysis, Mysql, Linux, Php, R.
Who are Awais Jafar's colleagues?
Awais Jafar's colleagues are Driver Rakesh Rewari Rakesh Kumar, Crystal Chovanak, Jourdyn Forquer, Luis Fernando De Oliveira, Sydney Tshepo, Kelly Gordon, Shaik Mahboob Ali.
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