Work Experience
June 2023
Software Development Engineer 4, DSP Data Science Team, InMobi
- Working on predictive traffic shaping to select optimal ad-requests from a pool of 3 Million requests/sec.
- Tasks involve Distributed Training, Deep Learning, Model Deployments, Pipelining, Online Changes
- I am exploring different types of Learning to Rank (LTR) algorithms and timeseries forecasting using LSTM to solve this problem statement.
June 2021
Software Development Engineer 3, DSP Data Science Team, InMobi
-
Switched to Data Science Team.
-
Created In-Memory JVM based Predictor Library - Bolt
-
Involved in a domain understanding, data mining, model pipelining and formulating impactful problem statements.
September 2019
Software Development Engineer 2, DSP Post-Serving Team, InMobi
-
Switched to Post-Serving, working on Reporting Pipelines, Large Scale Data Analysis and Data Platforms.
-
Delved into world of big data technologies - Spark, Flink, Druid, Snowflake, Databricks, and many more
-
Led data privacy, compliance and many critical projects.
June 2018
Software Development Engineer 1, Creative Team, InMobi
-
Fresh out of college, excited to step into the world of ad-tech
-
Wrote creative ingestion platform from Scratch.
-
Did Azure Event Hub Migration on a live QPS of 200K without any network partitions.