Jun 2021 – Jan 2024 · 2 yrs 7 mos · Bengaluru, Karnataka, India · Remote

• Applied various machine learning techniques to cluster similar data on the UI and and improve API latency by 70%
• Optimized high latency APIs by 98% through denormalization and avoiding expensive joins
• Reduced API latency from 30 s to less than 10 ms by optimizing cache retrieval from Redis
• Implemented table partitioning in PostgreSQL DB resulting in a 10x faster query run-time
• Collaborated with multiple stakeholders to implement role-based access control to APIs for users
• Streamlined the CI/CD pipeline by eliminating redundant tasks, resulting in a 92% reduction in build time.
• Enhanced user experience by implementing a customized version of the Sørensen–Dice distance
• algorithm to automatically identify similar work sequences.
• Provided support for bug fixes and deployment issues for existing clients and organization-wide
• initiatives.

Mar 2020 – Jun 2021 · 1 yr 3 mos

• Collaborated with team of 3 to build cash transfer, advisory fee computation and charging services to handle AUM of S$200+ mn and revenue flow of S$5+ mn
• Developed multiple pipelines using the Pentaho ETL tool to efficiently process over 5 million records within 5 minutes
• Successfully executed data migration of 10,000+ investors from v1 to v2 version of the product
• Automated retry from point of failure for multiple workflows; saved 15+ man-hours per day of operational work
• Collaborated to develop the Ledger module for the internal book of records
• Developed ForexConverter module to generate real-time orders for various geographical markets
• using live FX rates.
• Added flexibility to enter Offline orders at times when real-time order execution fails.
• Validated orders against instrument constraints to ensure accurate and compliant execution
• resulting in reduced execution failures.

Oct 2018 – Feb 2020 · 1 yr 4 mos

• Designed a trade execution workflow for Funds and Equities from scratch by working directly
• under the CEO.
• Led the integration of the trade execution system with multiple brokers(AllFunds, Saxo), enabling trading in 95+ investment products and creating S$ 200+ mn of AUM
• Actively participated in code reviews, pull request submissions, and pair programming with
• engineers
• Awarded for excellent collaboration with the Operations Team

Jan 2018 – Jun 2018 · 5 mos · Bengaluru Area, India

• Built an analytics dashboard for the company using Ruby application for Back-End and Metabase for Front-End display.
• Created Python scripts to extract and publish key business metrics from CSV files; saved 3+ man-hours per day of operational work
• Successfully wrote over 30 high-quality articles for the company's blog page, consistently engaging readers and driving traffic to the website.

Jul 2015 – Apr 2016 · 9 mos

• Automated business metrics report generation using Python saving 4+ man-hours per day of operational work
• Conducted weekly returns analysis for mobiles category to address customer issues
• Analyzed raw data, drew conclusions, and provided recommendations for key business problems

Jun 2014 – Jun 2015 · 1 yr

• Developed the Top Products Selector, a highly efficient tool for selecting top products using Python.
• Developed and implemented the QC Help Tool using Python to automate the population of the catalogue file, reducing manual time by 95%.
• Created logical customer segments to effectively target specific demographics and improve marketing strategies.
• Conducted experiments and A/B testing to optimize user experience and increase engagement.
• Analyzed customer response to push notifications on the mobile app to enhance communication strategies and drive user retention.