Siddharth K Rao Email & Phone Number

Bengaluru, KA, IN

Bengaluru, Karnataka, India

• Orchestrated the creation of a cutting-edge hybrid search system amalgamating full-text and LLM-powered search capabilities, elevating the conversational search experience for users; introduced specialized features.
• Analyzed load testing data, identified latency spikes for broad queries, and integrated query caching through Redis to retain query embeddings, circumventing the need to engage embedding API and decreasing latency by 35%
• Created a data pipeline with serverless Cloud Functions, that will consume any new data published, perform certain transformations, and update SOLR in line with the business rules and data security standards
• Architected and deployed a cutting-edge SOLR-powered vector database to transform user queries into embeddings for retrieving the top ’N’ similar rails, resulting in a 20% increase in Search CTR

Bengaluru, Karnataka, India

• Formulated APIs to automate rule management for tailored content recommendations, enhancing user satisfac- tion and meeting business objectives; enabled swift deployment of new ML models and prioritized content for.
• Designed and deployed an innovative dashboard interface to optimize assessment of rail designs pre-go-live; introduced a customizable feature for team members to curate and gauge static rails, providing enhanced.

Bengaluru, Karnataka, India

• Developed and implemented a comprehensive testing plan that elevated unit test code coverage for Recommen- dation systems from 33% to 85%, ensuring robust system functionality and reliability
• Architected and implemented a NodeJS-based schema validation service for the front-end to Recommendation service, streamlining request body changes and logging processes; decreased bug reports related to request.

Bengaluru, Karnataka, India

• Developed an intent-based code generator engine to generate the code in pyTest format by mapping the functions to the respective intents.
• Created an API enumerator and injector to the intent-based code generator engine. The Bluetooth APIs from the existing framework were enumerated to generate the code based on the intents using the code generator.

Bengaluru, Karnataka, India

• Built an AI-based chatbot that provides the employees with the answers to their queries. The bot was able to handle the fallback questions and was successful in classifying multiple intents.
• Intelligent Content Management Systems (ICMS): Found out certain shortcomings of the tool, GROBID used to extract headers from documents and implemented the alternatives for those shortcomings.

Bachelor Of Technology - Btech, Computer Science

Isc, Pcmc, 92.3%

Icse, 95%