---
title: "Deepak Batra - Senior Software Engineer in Bengaluru | Tal"
description: "Meet Deepak Batra, Senior Software Engineer @ Google | Machine Learning, Big Data Infrastructure, Java, Algorithms based in Bengaluru. AI stack includes hugging face, langchain, and langgraph."
image: "https://tal.club/meet/deepak-batra/share-image"
---

# Deepak Batra on Tal

## Headline

Senior Software Engineer @ Google \| Machine Learning, Big Data Infrastructure, Java, Algorithms

## Location

Bengaluru

## AI stack

hugging face

langchain

langgraph

ollama

## Work experience

Senior Software Engineer at Google, Jun 2019 \- Present · 7 yrs 1 mo, Bengaluru, \* Drove the strategic organizational migration of the continuous training Ads\-wide ML platform from TensorFlow to JAX, optimizing infrastructure for 10,000\+ daily models and delivering annualized cost efficiencies of $XXM\. \* Spearheaded the design and implementation of cross\-functional metadata interoperability standards and Source\-of\-Truth \(SoT\) lineage tracking for all AdsML assets achieving $XM in yearly resource savings\. \* Served as a founding architect for the GCS Insights team, defining the technical roadmap and core reporting infrastructure to enable enterprise customers to derive actionable analytics from exabyte\-scale storage data\.

Senior Software Engineer at Microsoft, May 2019 \- Jun 2019 · 2 mos, Microsoft's Big data Team \(Cosmos\)

Associate Architect \- Analytics at Myntra, Mar 2018 \- Apr 2019 · 1 yr 2 mos, Bengaluru Area, India, ▪ Leading the architecture and design for a scalable and efficient Self\-Serve Data Ingestion Framework being built using Gobblin, Kafka and Kafka Connect, which can ingest data from variety of sources like Databases, RestAPIs, Message Queues, Filesystems et al\. ▪ Part of the architecture and design team of an in\-house ML Serving Platform being built using open\-source projects like ML\-Flow, Kubernetes ▪ Led the architecture, design and development for a scalable, configurable and efficient Self\-Serve Data Processing engine \(streaming \+ batch\) built over Apache\-Spark with Spark ML capabilities ▪ Working on a Data discoverability project which would serve as a Data Catalogue for all data present in the Data Lake \(S3\) to be connected to the self\-serve Ingestion and Processing Frameworks

Lead Technology at Myntra, May 2016 \- Mar 2018 · 1 yr 11 mos, Bangalore, ▪ Re\-Architected the entire clickstream pipeline for scaling, efficiency and configurability with almost zero data loss guarantees\. Read about various big\-data tools which can be used to solve the present issues, and shortlisted a few with help of the team after their evaluation\. Came up with an architecture which is being put into use piece by piece in the pipeline\. ▪ Lead the design of the real\-time pipeline serving data to dashboards\.

Member Of Technical Staff at Skyhigh Networks, Dec 2014 \- Mar 2016 · 1 yr 4 mos, Bangalore, \. Led the work of improving the existing Data Analytics pipeline based on Oozie, MapReduce and HBase etc\. \. Designed and implementation enhancements i\.e\. performance and new requirements in the existing pipeline\.

Lead Technology at Guavus, Mar 2014 \- Dec 2014 · 10 mos, Gurgaon, India, \. Worked on the design of an in\-house distributed cache over Apache\-spark\. \. Led the design to move the already built up generic config\-driven MR execution engine to Apache\-Spark\.

Sr\. Software Engineer at Guavus, Mar 2012 \- Mar 2014 · 2 yrs 1 mo, Gurgaon, India, \. POCs over Apache\-Spark to be used in the next Analytics Platform to be built in Guavus\. \. Worked on an efficient MR job scheduling engine on top of Cascading 2\.0 with a configuration as its input\. It generates a dependency DAG of jobs and schedules/executes them efficiently on a cluster\. Proposed and discussed configuration driven framework designs with technical advisors and developed it from scratch with complete ownership\. \. Part of a three member Map\-Reduce team, involved in the design and development of a pluggable, performance optimized MR framework and the solution side code processing huge data

Software Engineer at Guavus, Aug 2011 \- Mar 2012 · 8 mos, Gurgaon, India, \. As part of Report Generation Engine dev\. team, worked on the report generation part using eclipse\-BIRT\. Wrote a multi\-threaded, concurrency aware engine, which generated reports by querying a distributed cache and emit reports in various formats\. \. Worked on the memory footprint benchmarking of an in\-house distributed cache

## Education

B\. E, Computers, Netaji Subhas Institute of Technology

Senior Secondary, Science Non\-medical, Mira model school

[View the original profile](https://tal.club/meet/deepak-batra)

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