Kapil Gupta profile photo 1 on Tal

Kapil Gupta

AI Engineer @ RevSure | ex-Kodo | ex-SuperK | BITS Pilani

Bengaluru

5+ years of work experience

RevSure AI
Feb 20251 yr 7 mosPresent

Bengaluru

Led end-to-end design & launch of Reli Canvas, an intelligent chatbot that recommends/renders UI widgets from natural language (Vibe Coding); Delivered the creator demo Built production GraphRAG on Google Spanner + Milvus for contextual, knowledge-aware answers with low latency Architected LangGraph for multi-agent flows with LLM chaining/parallelism across different Gemini models Integrated LangFuse with LangGraph to monitor the Agentic performance to balance accuracy and speed Developed RevSure’s Agentic AI suite - automated personalized email generation, automated email conversation handling, prioritization, LinkedIn enrichment, and other features to create new and automate in-house workflows Built an autonomous SDR agent for reply detection and context-aware follow-ups, boosting engagement & conversion Adding personalizations to agents using different contexts, including the knowledge base, LinkedIn data, and journey timeline Integrated Mem0 to provide a long-term memory layer for adding user personalization for Agentic and GenAI applications Drove LLMOps on GCP - deployment, monitoring, and scalable pipelines for multi-agent AI systems across RevSure’s ecosystem
Kodo
Oct 20231 yr 4 mosJan 2025

Pune District

Led the development of a copilot using Azure OpenAI function calling to chat with our internal APIs and hence the database. Single-handedly integrated all the backend APIs with the copilot to do informational as well as actionable tasks for users. Developed multiple Agentic copilots with memory using LangChain Agents - SQL and GraphQL to chat with the database. Deployed multiple RAGs through Azure OpenAI using Azure AI Search and Chroma DB to review large legal documents and get information about the company respectively. Conducted extensive research on various OCR technologies and led the implementation of Amazon Textract for invoice and receipt OCR, achieving over 97% field accuracy by continuously benchmarking results and improving edge cases. Continuously researched new technologies and on-prem solutions, thoroughly documenting findings to keep teams updated.
SuperK
Jul 20211 yr 11 mosMay 2023

Bengaluru, Karnataka, India

Led end-to-end software development, from requirements to maintenance, fostering efficient collaboration across teams. Developed and automated essential modules, reducing costs and improving efficiency using Javascript/Python in ERPNext. Provided 24/7 on-call support for issue/bug resolution, conducted interviews as part of the Interview Panel, streamlined processes by migrating from spreadsheets to ERPNext, and actively monitored AWS for performance optimization. Implemented Slack Webhook URLs and written SQL queries on Metabase for real-time notifications to catch discrepancies. Expanded 50 new stores in ERPNext and integrated it with external systems (Bigquery, Google Sheets, Government Services).
Bambinos.live
Jan 20216 mosJun 2021

Bengaluru, Karnataka, India

Designed the chess curriculums for the beginner and the intermediate chess players for the age groups of 6-13. To test the effectiveness of the beginner chess curriculum, taught a demo class for the beginner chess players. Found various interactive tools for the teachers that they can use in the online class to increase their teaching efficiency. Assisted in the hiring of chess teachers by explaining to them every little detail about the chess curriculum.

Kapil’s AI Stack

claude
claude
gemini
gemini
langchain
langchain
langfuse
langfuse
langgraph
langgraph
mcp
mcp

Education

Birla Institute of Technology and Science, Pilani

Bachelor of Engineering - BE, Manufacturing Engineering

Birla Institute of Technology and Science, Pilani

20165 yrs2021
Birla Institute of Technology and Science, Pilani

Master's degree, Chemistry

Birla Institute of Technology and Science, Pilani

20165 yrs2021

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Headline

AI Engineer @ RevSure | ex-Kodo | ex-SuperK | BITS Pilani

About

Agentic/Generative AI Engineer with 4+ years of experience. Led end-to-end design and development of Agentic and Gen AI pipelines into production. Pioneered AI solutions that resonate with my passion for innovation in natural language processing and large language models. My recent achievements include leading the development of Agentic copilots and deploying robust document review systems, which have been instrumental in enhancing our database interactions and legal document analysis. My education at BITS Pilani provided a strong foundation, complementing my technical expertise. Driven by a constant need to learn something. The rapid growth of AI has taught me to keep in touch with the latest tech and use them to our advantage.

Location

Bengaluru

AI stack

claude

gemini

langchain

langfuse

langgraph

mcp

Work experience

AI Engineer at RevSure AI, Feb 2025 - Present · 1 yr 7 mos, Bengaluru, Led end-to-end design & launch of Reli Canvas, an intelligent chatbot that recommends/renders UI widgets from natural language (Vibe Coding); Delivered the creator demo Built production GraphRAG on Google Spanner + Milvus for contextual, knowledge-aware answers with low latency Architected LangGraph for multi-agent flows with LLM chaining/parallelism across different Gemini models Integrated LangFuse with LangGraph to monitor the Agentic performance to balance accuracy and speed Developed RevSure’s Agentic AI suite - automated personalized email generation, automated email conversation handling, prioritization, LinkedIn enrichment, and other features to create new and automate in-house workflows Built an autonomous SDR agent for reply detection and context-aware follow-ups, boosting engagement & conversion Adding personalizations to agents using different contexts, including the knowledge base, LinkedIn data, and journey timeline Integrated Mem0 to provide a long-term memory layer for adding user personalization for Agentic and GenAI applications Drove LLMOps on GCP - deployment, monitoring, and scalable pipelines for multi-agent AI systems across RevSure’s ecosystem

AI Engineer at Kodo, Oct 2023 - Jan 2025 · 1 yr 4 mos, Pune District, Led the development of a copilot using Azure OpenAI function calling to chat with our internal APIs and hence the database. Single-handedly integrated all the backend APIs with the copilot to do informational as well as actionable tasks for users. Developed multiple Agentic copilots with memory using LangChain Agents - SQL and GraphQL to chat with the database. Deployed multiple RAGs through Azure OpenAI using Azure AI Search and Chroma DB to review large legal documents and get information about the company respectively. Conducted extensive research on various OCR technologies and led the implementation of Amazon Textract for invoice and receipt OCR, achieving over 97% field accuracy by continuously benchmarking results and improving edge cases. Continuously researched new technologies and on-prem solutions, thoroughly documenting findings to keep teams updated.

Software Development Engineer at SuperK, Jul 2021 - May 2023 · 1 yr 11 mos, Bengaluru, Karnataka, India, Led end-to-end software development, from requirements to maintenance, fostering efficient collaboration across teams. Developed and automated essential modules, reducing costs and improving efficiency using Javascript/Python in ERPNext. Provided 24/7 on-call support for issue/bug resolution, conducted interviews as part of the Interview Panel, streamlined processes by migrating from spreadsheets to ERPNext, and actively monitored AWS for performance optimization. Implemented Slack Webhook URLs and written SQL queries on Metabase for real-time notifications to catch discrepancies. Expanded 50 new stores in ERPNext and integrated it with external systems (Bigquery, Google Sheets, Government Services).

Product Development Intern at Bambinos.live, Jan 2021 - Jun 2021 · 6 mos, Bengaluru, Karnataka, India, Designed the chess curriculums for the beginner and the intermediate chess players for the age groups of 6-13. To test the effectiveness of the beginner chess curriculum, taught a demo class for the beginner chess players. Found various interactive tools for the teachers that they can use in the online class to increase their teaching efficiency. Assisted in the hiring of chess teachers by explaining to them every little detail about the chess curriculum.

Education

Bachelor of Engineering - BE, Manufacturing Engineering, Birla Institute of Technology and Science, Pilani

Master's degree, Chemistry, Birla Institute of Technology and Science, Pilani