Nov 2022 – Nov 2025 · 3 yrs

• Lead a 4-person engineering team driving the end-to-end development and scaling of robust backend systems, Generative AI platforms, and ML-driven solutions for document intelligence and conversational AI.
• Key Responsibilities and Achievements:
• Generative AI & Platform Leadership
• Led a team of engineers in the end-to-end development and scaling of Generative AI platforms, backend systems, and machine learning solutions.
• Designed, developed, and owned key Generative AI-powered features, including a platform for instant document digitization and data extraction using GPT models.
• Spearheaded the re-architecture of a critical Generative AI-powered chatbot, successfully scaling its support capacity 100x from 100 to over 10,000 documents.
• Implemented strategic architectural changes and resource optimization that drastically reduced the chatbot creation latency by over 98% (from 5-10 minutes to under 10 seconds).
• Improved the efficiency and cost-effectiveness of vector embedding storage and retrieval using Weaviate, critical for high-volume Retrieval-Augmented Generation (RAG) operations.
• Developed core features including direct data integrations (GDrive, S3, SharePoint) to enable search and conversational AI capabilities.
• Engineered a dedicated Query Pipeline to effectively extract and leverage reference document context, driving more accurate and relevant responses.
• No-Code & Document Intelligence Solutions
• Engineered the core functionality to automatically identify critical fields and generate document schemas from digitized data, enabling dynamic, structured data output.
• Engineered a production-ready table extraction package that delivered a high-accuracy solution (85% across 8 brokerages) for JPMC's AWM statements by integrating a LayoutLM model with sophisticated post-processing heuristics.

Dec 2021 – Nov 2022 · 11 mos

Jan 2021 – Dec 2021 · 11 mos

• As a team we are responsible for building Instabase applications as part of the Instabase marketplace. There are two key components on which we focus:
• Collaborating with customers to understand their unique challenges and architect applications to address those needs.
• Transforming those applications into robust general-purpose applications available to all customers on the marketplace.
• We're highly technical, and we work across a range of customers to understand their use cases, workflows, problems, prototype tools, and features, and build applications to help them solve their problems. From high-level system design, to scoping use cases, to data engineering, to application development, our work looks different every day. Put simply, we bring technical expertise to bear on the problems that matter most.
• Independently, I focus on:
• Building deep learning models to solve document understanding problems
• Partnering with customers to scope use cases and build production ready solution
• Delivering Instabase Training to customer

Aug 2019 – Jan 2021 · 1 yr 5 mos · Hyderabad Area, India

Jul 2017 – Aug 2019 · 2 yrs 1 mo · Hyderabad Area, India

• My responsibilities includes the development of Windows Phone and Desktop USB