Feb 2024 – Jul 2025 · 1 yr 5 mos

• Developed a RAG-based LLM chatbot for customer support.
• Utilized LLM for search query normalization and implemented interstitial filters for the feed.

Aug 2022 – Feb 2024 · 1 yr 6 mos

• Designed an IOP service enabling parallel and independent node execution in DAG for personalized retrieval and ranking.
• Implemented a 4-byte serialization technique to optimize Redis storage.
• Developed a real-time in-memory cache refresh feature using Redis pub-sub.
• Migrated ElasticSearch clusters to Elastic 8.0.

Jul 2021 – Aug 2022 · 1 yr 1 mo

• - Developed a widget personalization feature using Spark and Kafka, optimizing data storage in Redis with advanced serialization and compression techniques.

May 2020 – Jul 2020 · 2 mos

• - Created a prototype for an interactive 3D booklet with customizable features such as page count, page thickness, and ink type.

Apr 2019 – May 2020 · 1 yr 1 mo · Surat Area, India

Dec 2018 – Dec 2018 · 0 mo · Surat Area, India

• - Implemented a service worker to save VR scenes locally for offline viewing, resulting in significantly faster load times and reduced network bandwidth usage.