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Bhavya Vaidya

Software Engineer

Mumbai, Maharashtra, India11 yrs 3 mos experience
Highly Stable

Key Highlights

  • Engineered real-time systems for high concurrency.
  • Led architectural overhauls enhancing scalability.
  • Mentored junior engineers, boosting team productivity.
Stackforce AI infers this person is a Backend-heavy Fullstack engineer in the Gaming and E-commerce sectors.

Contact

Skills

Core Skills

Apache SparkJavaSpring BootAmazon RedshiftMysql

Other Skills

Vert.xAerospikeApache KafkaCassandraAmazon DynamodbMicroservicesRedisDynamoDBRabbitMQSQLC++CProgrammingPHPHTML

About

Software engineer with a demonstrated history of working across diverse set of technologies in startups to mid level companies across different domains. Strong hold over microservices architecture, web services and scalability concepts. Always ready to take up new challenges and work in new areas

Experience

11 yrs 3 mos
Total Experience
1 yr 7 mos
Average Tenure
1 yr 4 mos
Current Experience

Airbnb

Senior Software Engineer

Jan 2025Present · 1 yr 4 mos · Remote

Dream11

SDE-3

Apr 2020Jan 2025 · 4 yrs 9 mos · Mumbai, Maharashtra, India · On-site

  • Engineered a real-time leaderboard system handling 80M entries in 7 seconds, ensuring seamless 60M+ RPM throughput for live gaming events
  • Employed advanced salting to enhance Spark efficiency, reducing expenses by 60% and speeding up leaderboard generation by 5x
  • Rearchitected Dream11's core service, Team Service, for 1M+ TPS with a 12:1 R/W ratio, ensuring robust availability and strong consistency
  • Designed disaster recovery strategies, enhancing resilience in core services with an active-passive architecture, ensuring 99.9% uptime
  • Spearheaded the adoption of Amazon DynamoDB, slashing cold storage expenses by 5x
  • Orchestrated architectural overhaul with domain-driven design, breaking down a monolithic gameplay system into 4 microservices to boost scalability
  • Pioneered end-to-end implementation of features like commentary and match stats in Dream11, elevating user engagement by 30%
  • Orchestrated the creation of a Spark Library, enabling 100+ developers at Dream11 to integrate boilerplate Spark functionalities, enhancing productivity
  • Led the migration of archival data to an in-house Cassandra cluster, saving $1.5M in annual licensing costs
  • Facilitated knowledge exchange through 4 brownbag sessions for 50+ staff, promoting cross-functional learning at Dream11
  • Contributed to redesign of Spark CI/CD workflow, automating jar deployments and slashing error rates by 100%
  • Mentored 20+ junior team members, leading to an improvement in their technical skills and productivity
Apache SparkJavaVert.xAerospikeApache KafkaCassandra+1

Pepperfry

Team Lead

Dec 2017Mar 2020 · 2 yrs 3 mos · Mumbai Area, India

  • Leading 3 member team for handling active feature development related to website checkout flow on Pepperfry.com
  • Previously led 3 member Listing Team for handling product catalog operations on Pepperfry.com
  • Wallet Ledger: Designed and implemented service in Spring Boot for building a ledger to display all wallet transactions for a user using Redis, DynamoDB and MySQL
  • Data Warehouse: Designed and implemented data warehousing module for logging ~1m events everyday related to user purchase journey in Amazon Redshift for analytics.
  • Asynchronous Cache Refresh: Built module using MySQL binlogger and RabbitMQ for publishing domain events generated by any changes in primary database to refresh different databases/caches across system.Reduced system wide load on MySQL read operations by 30%
  • Data Pipeline: Developed an ETL process using Amazon Data Pipeline for pushing all website purchase data from an OLTP store (MySQL) to an OLAP database (Amazon Redshift). Shifted from a server dependent architecture to a serverless solution capable of auto scaling
  • Product Search: Built a POC for powering search by relevance feature on Pepperfry.com using Elasticsearch & Elasticsearch LTR (Learning to Rank) plugin, a plugin utilizing pre-learned ranking models to introduce relevance score to Elasticsearch results
  • Worked as a PM for a period of 9 months from Oct ‘18 to July ‘19 in the end consumer website team
  • Introduced Metabase, an open source analytics tool, for providing visualizations to analytics queries run on OLAP store (Amazon Redshift) and ensured organization wide adoption of same

Crowdfire

Software Engineer

Jul 2017Dec 2017 · 5 mos · Mumbai, Maharashtra, India

  • Part of the Publish Team in charge of publishing all user posts to social media sites
  • Built a service in NodeJS for compressing images uploaded by users using tool called ImageMagick and posting the same to different social media websites.Reduced size of images stored on system by 30% without loss of quality

Loginext

Software Engineer

Nov 2015Jul 2017 · 1 yr 8 mos · Mumbai Area, India

  • Implemented product wide service discovery to facilitate load shedding and zero down time in a microservices architecture
  • Revamped Geocoding Engine to improve the capability of geocoding addresses within the range of 500m by 50%
  • Built solution for the Hub Placement problem to predict the location of warehouses for optimal resource performance in last mile operations
  • Sharded data in MongoDB to improve the fetching and aggregation of location data
  • A generic Reporting Framework to edit,create and schedule customised reports from the list of available reports present in system

Massblurb

Software Engineer

Jun 2015Nov 2015 · 5 mos · Mumbai Metropolitan Region

  • Lead Developer on the Online Ordering project that enabled end users to choose, order and pay online for food items

Aspiring minds

Research And Development Intern

Jan 2015Jun 2015 · 5 mos · Gurgaon, India

  • Assigned to build internal tools for Automata,the programming assessment module for AMCAT,the flagship product and assessment test of Aspiring Minds
  • Built Domjudge,a language agnostic competitive programming evaluation tool.Central tool for evaluating competitive code submitted in C/Java/C++/Python.Helped eliminate the need for having separate evaluation and compilation mechanisms for code submitted in different languages.

Education

Vellore Institute of Technology

Bachelor of Technology (BTech) — Computer Engineering

Jan 2011Jan 2015

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