Mar 2025 – Jul 2025 · 4 mos · Gurugram, Haryana, India · On-site

• Cross-Platform Model Integration: Developed framework for seamless integration and benchmarking of emerging LLMs and embedding models, ensuring unbiased performance evaluation across platforms.
• Product Lead, Landing Page Personalizer: Spearheaded development of real-time page personalization engine leveraging user profiling and cached content variants, achieving persona-based content delivery at scale.
• Knowledge Graph Architecture: Led design and implementation of metadata knowledge graph using Neo4j, including data modeling, node extraction pipeline, relationship mapping, and CYPHER query optimization for technical asset retrieval.
• Cross-Lingual RAG Implementation: Conducted comprehensive multilingual embedding performance analysis and optimized retrieval systems for international content discovery.
• Key Technical Achievements:
• Developed session-aware follow-up question generation and dynamic CTA recommendation algorithms.
• Implemented conversation history context weighting for enhanced retrieval performance.
• Built comprehensive timing analysis module for sub-second API performance monitoring.
• Chat workflow for Webless Search: Built session history aware chatbot with Slack integration for client’s sales team.
• Helped migrate core backend from Flask to FastAPI with experimental agentic architecture conversion.
• Designed heatmap visualization tools for user behavior and query pattern analysis.

Jul 2024 – Feb 2025 · 7 mos · Gurugram, Haryana, India · On-site

• Performance Optimization: Architected multithreaded data ingestion pipeline, reducing processing time from 4 hours to 30 minutes for 100 URLs through parallel LLM enrichment using 4 worker threads.
• Analytics Infrastructure: Designed end-to-end logging and analytics stack using AWS CloudWatch, Athena, and Glue with JWT-based user identification and query tracking across web properties.
• RAG Pipeline Development: Built ETL pipeline orchestrated via AWS Step Functions and Lambda for automated content ingestion, vector embedding, and search bar deployment across client sitemaps.
• Vector Database Migration: Executed migration of 200,000+ vectors from multiple Pinecone indexes to single multi-tenant namespace architecture with full data integrity validation.
• ML Operations: Implemented retrieval quality evaluation framework measuring semantic similarity, chunk quality, URL coverage, factual accuracy, and system performance metrics.
• Infrastructure & Security: Configured AWS infrastructure including auto-scaling groups, CloudFront CDN, security groups, and EC2 launch templates; implemented XSS prevention and security hardening.
• DevOps & Agile: Served as rotating Scrum Master, managed release cycles, conducted code reviews, and established disaster recovery protocols with high availability architecture.
• Web Summit Presentation: Presented automated content ingestion pipeline at Web Summit Lisbon 2024 alongside CEO, demonstrating end-to-end sitemap-to-search bar deployment in <5 minutes.

May 2024 – Jun 2024 · 1 mo · Bengaluru, Karnataka, India · Hybrid

• Designed efficient algorithms to model Trend Following Market Strategies and automate mid frequency intraday trade execution for forex, commodities and stock markets.
• Leveraged Technical Analysis to develop algorithms for cTrader platform using C# and .NET framework.
• Built custom indicators to port complex TradingView functionalities to cTrader.
• Researched methods for parameter pass optimization for developed algorithms and performed deep backtesting using historical market data to evaluate performance.
• Performed Market Analysis to assess viability of algorithmic trading on the symbol and performed timeframe analysis.

Jun 2022 – Aug 2022 · 2 mos · Gurugram, Haryana, India

• Led a team of 12 interns in completing a full-stack web application to digitize the company's operations using HTML5, CSS3, JavaScript, Node.js, and MongoDB.
• Increased overall timely task completion rate by 20%.
• Acted as the key liaison between upper management and the web development team, ensuring effective communication and project completion.

May 2022 – Aug 2022 · 3 mos · Gurugram, Haryana, India

May 2022 – Jun 2022 · 1 mo · Gurugram, Haryana, India

Apr 2022 – May 2023 · 1 yr 1 mo

May 2021 – May 2022 · 1 yr

• Grew Social Media presence by 10x

Feb 2021 – May 2022 · 1 yr 3 mos

• Hosted 2022 Event

Jul 2021 – Aug 2021 · 1 mo · India

• I created methods to streamline the school's data management requirements. Integrated open source Educational software solutions to maximize efficiency and reduce workload on teachers. Provided guidance to staff and students on using new tools and platforms to continue schooling in online mode during the COVID-19 pandemic.

Sep 2020 – Apr 2022 · 1 yr 7 mos · Bengaluru, Karnataka, India · Hybrid

• AirStamp is an all-in-one access credential application that aims to provide seamless check-in, foot traffic data, and customer identity validation services using BLE beacons and a mobile application.
• Wadhwani Foundation IGNITE Entrepreneur Challenge 2021 Winner.
• Secured Incubation resources and initial venture funding from Wadhwani Foundation.
• Received provisional patent in India for BLE beacon application.
• Hired and managed a team of five people working remotely spread across the globe, ensuring enforcement of NDA and protection of IP.