➤ Data Pipeline & Monitoring

• Designed and built a pipeline to transform raw logs into clean, structured datasets for analysis.

• Created annotated views and interactive dashboards to track usage metrics and system performance.

• Established automated monitoring systems with configurable alerts to detect anomalous behavior patterns.

➤ PDF Chatbot

• Prototyped a PDF-based chatbot for a summit demonstration.

• Built a retrieval-augmented generation (RAG) chatbot using a search index constructed from parsed PDF files.

• Implemented an orchestrator to retrieve relevant snippets and generate concise, cited responses using prompt engineering.

• Created evaluation tools to compare model performance, investigate quality differences, and analyze losses across experiments.

➤ LLM Trust & Safety

• Integrated Llama Guard to ensure safe and responsible large language model outputs.

• Implemented governance features, including budget enforcement and access controls, to safeguard model usage.

➤ Universal Search

• Developed a comprehensive catalog search feature enabling customers to efficiently search across databases, schemas, tables, and columns.

• Implemented signal processing pipelines leveraging historical query data to enhance search ranking algorithms and improve result relevance.

➤ AI & Rich Search Results

• Developed an AI-powered answer box using Retrieval-Augmented Generation (RAG) summarization over top search results.

• Created interactive widgets for rich search result displays.

• Built reusable React components enabling rapid deployment of diverse search result genres.

➤ Data Engineering

• Designed and implemented ETL pipelines to transform raw logs into structured, analyzable data.

• Created comprehensive monitoring dashboards to ensure data quality and system health.

➤ Developer Tools

• Built annotation tools for efficient data labeling from crawled web pages.

• Created debugging tools to track quality scores and investigate retrieval and ranking issues.

➤ Growth Hacking

• Conducted quantitative marketing across platforms like Facebook, Google, Bing, and TikTok.

• Engineered a unified reporting pipeline integrating multiple advertising platforms to analyze key performance metrics including impressions, CTR, conversion rates, and user retention.

• Spearheaded an end-to-end SEO initiative by utilizing NeevaAI and LLM, encompassing keyword selection, clustering, page generation, and performance analysis, which led to a 62% surge in organic traffic from unbranded search queries.

• Designed and executed A/B experiments to test user behavior and engagement, leading to data-driven improvements.

• Developed systems to identify and filter out scrapers and bots from logs, enhancing log health and data integrity.

➤ Mobile Development

• Helped build a privacy-focused iOS browser application.

• Enhanced front-end functionality and user experience for security and data-leak prevention products.

• Led design workshops with internal customers to identify pain points and refine workflows.

• Helped evolve an internal endpoint protection tool into a commercial SaaS product.

• Built interactive data visualization dashboards to streamline the investigation of suspicious activities.