Shiva Thimmaraveni
@shivathimmaraveni
AI engineer specializing in GenAI full-stack systems, RAG, LLMs, and end-to-end pipelines.
What I'm looking for
I’m a Gen AI engineer and research specialist with 5 years of experience building end-to-end AI products—from document pipelines to copilots and LLM-powered chat experiences. I focus on turning complex workflows into reliable, production-ready systems.
At Warner Bros. Discovery, I developed an end-to-end document parsing pipeline for Finance billing plan creation, built a full-stack chat application for Ad Sales using a RAG approach, and optimized end-to-end user experience. I also created the FinGenX Copilot using Advanced AWS Agent Core Runtime Service and deployed it as a chat interface, plus contributed to a DEX platform for document summarization and Q/A.
I’ve led high-impact AI development such as the Bid Analysis AI system, helping Finance separate RFP types using custom logic and separate vendor response costs. Previously at TCS, I supported front-end development across clients, improved performance (e.g., 43% faster loading time), strengthened security with Snyk/Sonar Cloud practices, and reduced bugs by 40% using testing frameworks like Vitest.
I enjoy collaboration and mentorship, including leading a team of 26 during the Swecha Summer of AI Internship Program. I also build full-stack personal projects using MERN, React/Tailwind, and backend APIs (including Flask), with model integration using embeddings and vector search (FAISS) for practical AI workflows.
Experience
Work history, roles, and key accomplishments
App Developer (AI/ML)
Warner Bros. Discovery
Mar 2025 - Sep 2026 (1 year 6 months)
Developed an end-to-end document parsing pipeline to support billing plan creation for Finance teams across different SOWs/MSAs. Built RAG-based full-stack chat applications and a Finance copilot (FinGenX) using AWS agent runtime services, and contributed to document experience (DEX) and bid analysis AI systems.
AI Developer
Tata Consultancy Services
Oct 2021 - Jan 2025 (3 years 3 months)
Delivered React.js front-end development for Avery Dennison and Iron Mountain clients, improving loading time by 43%, strengthening security with vulnerability checks, reducing build file size by 33% using Redux, and decreasing bugs by 40% with testing frameworks like Vitest. Also developed a Generative AI document analyzer suite that improved responsiveness/design/usability by 80% and reduced dev
Team Lead
Swecha
Aug 2024 - Aug 2024 (0 months)
Led a team of 26 members during the Swecha Summer of AI Internship Program, providing daily reporting and coordination with Scrum Masters to track progress. Designed and developed Generative AI/LLM chatbots from scratch for the program.
Education
Degrees, certifications, and relevant coursework
Sri Indu College of Engg & Tech
Bachelor of Technology, Engineering
2018 - 2021
Grade: First Class (90.01%)
Earned a Bachelor of Technology from Sri Indu College of Engg & Tech, Hyderabad (2018–2021), graduating with a First Class grade (90.01%).
Availability
Location
Authorized to work in
Salary expectations
Social media
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