Headline

Agentic AI that holds up on real data | Tech lead, autonomous medical coding at 95% accuracy (LangGraph, Databricks) | 9 yrs scaling Conga CPQ before that | AI Tech Lead, 15 yrs

About

If your AI agents shine in the demo and stall on real data, that gap is my job. The system I lead now codes clinical charts at 95% accuracy, in production. At LogixHealth that system is a LangGraph multi-agent pipeline on Databricks. Expert coders review its output in an app I built with React, FastAPI and MLflow, and every correction they make goes back into fine-tuning. RAG and strict Pydantic schemas keep hallucinated codes down. Before this I spent 9 years on Apttus/Conga CPQ. Different problem: speed and uptime. I rebuilt a legacy pricing engine as a distributed .NET Core service and cut response times by 85%, and a microservices migration cut outages by 80%. So you'd get someone who has done both. Models accurate enough for healthcare, and systems that stay up under enterprise load. Stack: LangGraph, RAG, fine-tuning, MLflow, Databricks, Python, FastAPI, .NET Core, React, Azure, AWS, Kubernetes. Hiring someone to take agentic AI into production? Message me here or start at chaitanyasrk.pro. I'm open to relocation.

Location

Bengaluru

AI stack

claude code

hugging face

langgraph

langsmith

notebooklm

githubcopilot

Work experience

Technical Lead AI at LogixHealth, Nov 2025 - Present · 1 yr, Bengaluru, Karnataka, India, I'm the technical lead on our autonomous medical coding platform. AI agents read clinical charts and assign the codes, and our expert coders review what they produce. - I designed and shipped the multi-agent coding pipeline (LangGraph, Python, Databricks Unity Catalog and Jobs). It codes high-volume clinical charts at 95% accuracy. - I built the review app coders use to correct the AI. Every correction goes back into fine-tuning. - RAG plus strict Pydantic output schemas cut hallucinated codes and hold our output to medical coding standards.

Principal Software Engineer at Conga, Aug 2016 - Nov 2025 · 9 yrs 4 mos, Bengaluru, Karnataka, India, Nine years on Apttus/Conga CPQ, the pricing and quoting platform enterprise sales teams run on. I owned performance and reliability for the Turbo CPQ microservices and later brought GenAI into the product. I also set our coding standards and mentored engineers on GenAI design. - I rebuilt a legacy pricing engine as a distributed .NET Core service. Response times dropped 85%, which made real-time quoting possible on enterprise deals. - Our microservices migration cut outages by 80%, and the shared components I built made the app 5x faster. - We paired the Turbo CPQ rule engine with GenAI (Azure OpenAI, LangChain). Quote cycles got 50% shorter.

Software Developer Senior Analyst at Dell, Aug 2015 - Aug 2016 · 1 yr 1 mo, Bangalore, ❖ Developed a secure, OAuth-enabled Single Page Application (SPA) using AngularJS, enhancing authentication workflow and overall user experience. ❖ Ensured comprehensive business flow coverage while streamlining the CI/CD pipeline, resulting in increased deployment reliability and reduced release cycles.

Associate Consultant at Genisys Group, Mar 2013 - Jul 2015 · 2 yrs 5 mos, Bangalore, 1. Spearheaded the comprehensive re-architecture of legacy insurance applications into a singular, secure web application. This critical transformation ensured impeccable code quality, achieved 100% data migration, and elevated user-friendliness, effectively streamlining operations and enhancing data security. 2. Demonstrated technical prowess by devising and executing a critical user address migration script, achieving an impressive 95% quality in data migration. This ensured minimal disruption to business operations during the transition process and optimized data integrity. 3. Conceived and implemented the best-in-class APIs for user address verification. This effort streamlined data verification processes, reduced errors, and improved the overall data reliability, contributing to a more efficient user experience. 4. Successfully integrated Experian APIs within a single sprint, demonstrating agility and technical expertise. This swift integration significantly enhanced the platform's capabilities, providing users with a comprehensive, one-stop solution for their insurance needs. 5. Garnered recognition as an exceptional performer, consistently delivering user stories with a remarkable 90% code quality. This testament to diligence and commitment to excellence underscores the contribution to the creation of a robust, high-performing application.

Web Developer at Arctern, Mar 2012 - Feb 2013 · 1 yr, Bangalore, 1. Earned spot recognition for the innovative implementation of the image marker touch plug-in utilizing JavaScript. This creative solution significantly enhanced the application's user interaction, offering a more engaging and intuitive user experience. 2. Led the successful modernization of a WPF application into a mobile application using an arsenal of technologies including HTML5, CSS3, JavaScript, JQueryMobile, Bootstrap, ASP.NET MVC C#, and SQL Server. This transformation streamlined the user experience by offering platform flexibility and ensured the app remained at the forefront of technological advancements. 3. Championed the Test-Driven Development methodology, achieving an impressive 98% code coverage. This rigorous approach fostered high-quality code, reduced bug incidence, and enhanced the overall robustness and reliability of the applications. 4. Incorporated Multi-Lingual support across all mobile applications, broadening their reach and usability in diverse geographical markets. This feature improved user accessibility and significantly contributed to expanding the customer base globally. 5. Conceptualized and integrated the Document sign feature in mobile applications using plain JavaScript and canvas. This eased the generation of duly signed documents at each critical phase/state for clients, thereby streamlining operations and enhancing user satisfaction.

Education

B-Tech, Computer Science and Information Technology, Sri Vasavi Engineering College 2008

Board of Intermediate Education, Mathematics, Physics and Chemistry, Aditya junior college