Headline

AI Products & LLM Systems

About

I build AI products that solve real customer problems - not AI demos. Over the last few years, I've worked across enterprise software, consumer products, and early-stage startups, taking products from ambiguous ideas to production systems used by thousands of users. Outside work, I spend most of my time exploring where AI is changing product development. My current interests include: • LLM Product Management • AI Agents • Retrieval-Augmented Generation (RAG) • Context Engineering • Evaluation Frameworks • Human-AI Interfaces • Consumer AI I'm always interested in conversations around AI products, startups, and building useful software.

Location

Bengaluru

AI stack

anthropic apis

claude

cursor

hugging face

openai

claudecode

Work experience

APM - AI at Jumbotail, Mar 2025 - Present · 1 yr 6 mos, Bengaluru, Karnataka, India, building AI products that aren't slop

Community Volunteer at MagicBall, Feb 2025 - Jul 2026 · 1 yr 6 mos, Bengaluru, Karnataka, India, Contributing to community-building initiatives focused on technology, product discussions, and emerging AI ecosystems. Supporting events, engagement initiatives, and knowledge-sharing activities across the startup and technology community.

Founder at el AI (Text-To-Utility), Oct 2024 - Jan 2025 · 4 mos, Founded an AI startup focused on turning natural language into executable software actions. Built an agentic text-to-utility platform capable of interpreting user intent, selecting the appropriate workflow, and executing actions across multiple applications. Highlights: • 200+ waitlist users • Top 15 at Carnegie Mellon Hack-a-Startup • Validated product with early users

Product (Founding Team) at Vestbox, Feb 2024 - Sep 2024 · 8 mos, Part of the founding product team focused on customer growth, onboarding experience, and operational scaling initiatives. Contributed to: • Client growth exceeding 20%+ MoM • Product and workflow improvements • Customer experience initiatives • Cross-functional execution and experimentation Supported business growth beyond $100k+ in AUM.

Product Specialist at Unilever, Jul 2023 - Sep 2024 · 1 yr 3 mos, Hybrid, Managed product initiatives supporting supply chain operations across 20+ European markets. Highlights • Increased product adoption from 65% to 100% • Onboarded 5,000+ enterprise users • Reduced issue resolution time by 20% • Reduced operational costs by 25% • Improved issue resolution SLA from 95% to 99.97%

Early Career Leadership Program at Unilever, Jun 2022 - Jul 2023 · 1 yr 2 mos, Bengaluru, Karnataka, India, Rotated across multiple business functions including product development, analytics, finance, quality, and supply chain. Built exposure to large-scale operational systems, cross-functional decision-making, and end-to-end business execution. Developed systems thinking across: • Operations • Product workflows • Business analytics • Stakeholder management • Process improvement

Education

Bachelor of Technology - BTech, Information Technology, Vellore Institute of Technology

Public links

github: https://github.com/adityasshekhawat