Jul 2022 – Jan 2024 · 1 yr 6 mos · California, United States

• Developing Vehicle Trajectory and Intentions forecasting models using ML.

Sep 2021 – Jun 2022 · 9 mos

• Working on designing planning models using Inverse Reinforcement Learning based on GAIL, RAIL.

Jul 2021 – Jun 2022 · 11 mos

• Working on NER tagging for Bio-Synthetic articles for identifying new chemicals, genes, cellline, etc using variants of BERT models

Sep 2020 – Jun 2021 · 9 mos

• Implemented workers for Teams Migration Service to sync
• and validate region constrained database.

Jul 2014 – Oct 2018 · 4 yrs 3 mos · Hyderabad Area, India

• Team - Bing (Serach Engine)
• . Developed SVM & Deep Learning based models for Answer
• Extraction and Document Summarising for Question & Answering Service.
• Developed 5+ Decision Tree & Deep Learning models for Improving Relevance of Search Results in Index Serve ser- vice.
• Offline validation & A/B testing for shipping all Machine Learning models.
• Modeled algorithm for Document Feature Extraction in Index Generation Pipeline.
• Modeled & Shipped 10+ Query Classifiers in Index Serving Pipeline.
• Led a team of 2 engineers to successfully ship Answers Ranking algorithm.
• Active participation in Design Reviews for ML models

Oct 2018 – Sep 2020 · 1 yr 11 mos · Hyderabad, Telangana, India

• End-to-End Backend development
• Designed, Implemented and Shipped a service for Insights Generation churning data of 15 millions users per day.
• Proposed a new feature, implemented using an ARIMA model and a K-means based models to generate insights.
• Led 2 interns in accomplishing their projects.

Jan 2014 – Jun 2014 · 5 mos · Remote

• Developed around 36 project related to Java, Networking, C#, C++, etc.
• https://www.freelancer.in/u/alquarizm.html

May 2013 – Jul 2013 · 2 mos · Hyderabad Area, India

• Developed an Answer Service for Mortgage query for Bing. This service aims to provide answer to the mortgage query searched through Bing search engine.