Forward Deployed AI Engineer

Aarush Sharma.

I build production GenAI for enterprise. RAG pipelines, multi-agent systems, multimodal, private LLM deployments across government, financial services, and hardware.

I own the architecture, write the code, and then I'm in the meeting explaining why the model said that. Some days customers are happy. Some days I spend the whole call calming someone down. I've gotten unreasonably good at both.

Open to chats on AI, hiking, and everything between 3 yrs shipping GenAI
01 Experience
May 2025 - Present ongoing
Katonic AI
Data Scientist
  • Core contributor to enterprise GenAI for one of the largest governmental real estate entities in Saudi Arabia.
  • Owned the full stack of delivery: architecture, development, customer alignment, internal product coordination.
  • Built a multimodal GenAI compliance system where design images get checked against policy rules by vision agents, and the output is a structured compliance report instead of a manual review.
  • Supporting AI Center of Excellence setup and ISO 42001 governance readiness as required by Saudi regulations.
Dec 2024 - May 2025 6 months
Curve AI
AI Engineer
  • Built a multi-agent scraping framework for a D2C e-commerce platform. Cut data processing time by 60%.
  • Built a Text-to-SQL solution using a RAG pipeline for a leading Indian watch manufacturer, so leadership could ask questions about business data in plain English without going through an analyst every time.
Mar 2023 - Nov 2024 1 yr 8 mo
Incedo Inc.
Software Engineer
  • 2023RAG chatbot for a German networking giant. Support engineers stopped digging through thousand-page manuals and started getting answers in seconds. Resolution time went from days to minutes. Accuracy held above 95% in production.
  • 2024GenAI QA automation for a US wealth management firm. Automated the full QA lifecycle from user story to executable test script. 33% productivity gains for a team of 60.
02 Recognition
Made a Difference Award Incedo · GenAI initiatives
Microsoft Certified: Azure Fundamentals AZ-900
03 Beyond Work

I care about community, the people around me, showing up when it helps. Some time spent with BloodConnect, HelpAge India, and Rotaract along the way. None of it really fits on a resume. That's kind of the point.

Built in the Open

Side projects, real GitHub repos, eval-driven from the start.

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Let's build
something.

Open to interesting problems in AI engineering, enterprise GenAI, and anything that actually needs to ship.