Jan 2023 – Dec 2025 · 2 yrs 11 mos · Bengaluru, Karnataka, India

• Streamlined data management processes by creating a scalable Data Lake centralising data from multiple AWS accounts and sources (Kafka, DB, WAF logs), utilizing AWS Glue, Apache Spark and Athena, reducing Kibana index cost and enabling efficient cross-account, cross source data querying.
• Led the migration of microservices to a serverless architecture using Python, FastAPI, AWS Lambda and S3. Enhanced system scalability, reduced infrastructure cost and latencies.
• Customized and deployed Apache Superset for dynamic and interactive data visualization, automating business reports and real-time alerts. Empowered stakeholders with actionable insights and improved decision-making.

Oct 2021 – Jan 2023 · 1 yr 3 mos · Bangalore Urban, Karnataka, India · Remote

• Handled End to End development and delivery of ML Automation Application with following workflow:
• Split a PDFs stored in AWS S3 ( new files added in batches every hour ) into smaller pdfs
• Classify the split pdfs , extract relevant information using Machine learning algorithms (XGBoost, BERT, LayoutLM, Microsoft OCR, Table Extraction from pdfs, Model Pruning, Model Fine Tuning)
• Augment the information with the RDBMS system(Postgres) using SQL Queries for each split pdf.
• Apply human review with confidence score and send final data to downstream system for storage using API calls..

Mar 2021 – Sep 2021 · 6 mos

• Adding new features to eQ platform layer for optimising CRUD operations.Mentoring new teammates.

Jul 2017 – Feb 2021 · 3 yrs 7 mos

• ● Log Analysis Framework using Logstash, Kafka, HDFS, Spark, Advanced SQL(Windowing)
• ● Workflow designing, backend and frontend development for: Application migrating data from legacy systems, Application to design recipes for Food Scientists.
• ● Successfully designed and implemented in-house online Question Answering system for giving various tests using Spring MVC backend and backbone.js,marionette.js, bootstrap frontend.
• ● Completed XML plugin ,IBM Maximo connector for eQ products right from Research and Development phase to implementation in Java.

Aug 2016 – Apr 2017 · 8 mos · Pune Area, India

• Designing and Developing a context aware book recommendation system using machine learning and text mining concepts.
• Natural Language Processing,WordtoVec,LDA algorithm,gensim Library

May 2016 – Jun 2016 · 1 mo · Pune Area, India

• I worked on Augmented Reality (AR) in the Web using Three.js and JSARUcoToolkit to combine multiple markers into one and use it for AR.