Oh, you're here. Hi, I'm Aarush.

I'm an AI Engineer who builds production GenAI systems and owns the full stack of delivery, from architecture to the customer call. Most people either know the tech or know the room. I try to be in both.

Over 3 years across enterprise consulting, early-stage startups, and AI platforms, my focus has stayed the same: systems that actually work, not prototypes that live in Notion forever. RAG pipelines, multi-agent architectures, multimodal AI, and private LLM deployments where data security is non-negotiable.

Areas of Depth
Enterprise GenAI RAG Systems Multi-Agent Orchestration Private LLM Deployment POC to Production Multimodal AI

Experience

Katonic AI
Data Scientist
May 2025 – Present
  • Core contributor to enterprise GenAI deployments for one of the largest governmental real estate entities in Saudi Arabia.
  • Owned end-to-end delivery across architecture, development, customer stakeholder alignment, and internal product coordination under enterprise pressure.
  • Built a multimodal GenAI compliance system using vision agents and custom-deployed models on the Katonic platform.
  • Supporting AI Center of Excellence setup and ISO 42001 AI governance readiness as required by Saudi regulations.
Curve AI
AI Engineer
Dec 2024 – May 2025
  • Built a multi-agent AI scraping framework for a D2C e-commerce intelligence platform, reducing data processing time by over 60%.
  • Developed a Text-to-SQL solution using a RAG pipeline for a leading Indian watch manufacturer, enabling leadership to query business data in natural language and generate automated reports.
Incedo Inc.
Software Engineer
Mar 2023 – Nov 2024
  • 2023 Built a RAG-based chatbot for a German networking giant, allowing support engineers to instantly search and resolve issues across thousand-page technical manuals, replacing manual document digging.
  • 2024 Developed GenAI-powered QA automation for a US-based wealth management firm. Deployed on a private LLM on AWS EC2, reducing query resolution time from days to minutes with over 95% response accuracy.

Recognition

Made a Difference Award Incedo Inc. · Proactive contribution to enterprise GenAI initiatives
Microsoft Certified: Azure Fundamentals AZ-900

Beyond Work

Outside of work I've spent time volunteering with BloodConnect and HelpAge India, led a Rotaract chapter of 100+ people, and generally believe that showing up for your community is as important as shipping good software.

~/projects $

Built in the Open

Personal projects. Real GitHub repos. Eval-driven from the start.

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