Headline

Engineer | Frontend & Mobile dev | AI Systems for Ops | Applied AI | LLMOps & Architecture

About

Half a decade building software taught me one thing: solutions are useless if the system around them breaks. Today, I build end-to-end AI systems. I don't just call APIs or run Jupyter notebooks, I engineer Agentic AI and RAG architectures that are safe, evaluated, and deployed in production-grade cloud environments. My deep background in frontend architecture (scaling UI systems at BHIVE Workspace and building the View.I component library) means I understand the entire product lifecycle, from user interaction down to the vector database. My focus: • Architecting Agentic AI & RAG pipelines • Implementing rigorous evaluation, safety, and guardrails • MLOps and taking models from experimental to enterprise-grade I help teams transition experimental GenAI prototypes into production-grade, deterministic systems with guardrails that prevent model drift and hallucinations. If you are building forward-deployed AI solutions and need an engineer who understands both the intelligence layer and the application layer, let's connect. 📩 Reach out here or directly at sanathkumar26700@gmail.com or schedule a meeting at https://calendly.com/sanathkumar26700/30min (And if you want to debate film theory or share movie recommendations, my DMs are always open for that too.)

Location

Greater Bengaluru Area

AI stack

antigravity

codex

cursor

gemini

Work experience

Frontend Developer at BHIVE Workspace, Aug 2024 - Present · 2 yrs 2 mos, Bengaluru

SDE I ( Frontend Developer) at Kenko Health, Jul 2022 - Jul 2024 · 2 yrs 1 mo, Bengaluru, Karnataka, India, 1. Worked on building and revamping kenkohealth.in used by over 3 lakh subscribers - NextJs, TypeScript, Redux Toolkit, Styled Components. 2. Enhanced SEO using SSR by collaborating with the marketing team and working on optimization for better UX. 3. Built a B2B portal using react-admin that is used by HRs to maintain plans, users and dependent details of their employees which brought in over 90% of the company's revenue. 4. Built a Storybook Component Library focused on reusable components to be used across multiple projects. 5. Built a portal from 0 to 1, which helped over 5,000 users of B2B clients onboard themselves and add their family dependents and also generate revenue through sales of top up plans. 6. Built an internal dashboard to digitize hospital lab reports for which helped in increasing the efficiency of operations by 60%. 7. Integrated monitoring tools like Glitchtip (via Sentry) for tracking frontend errors, Meta’s pixel for performance marketing. 8. Handled frontend event tracking using 3rd party tracking tools like Moengage and Google Analytics.

SDE - Intern at Kenko Health, Jul 2022 - Sep 2022 · 3 mos, Bengaluru, Karnataka, India

Software Engineer at Kenko Health, Jun 2022 - Jul 2024 · 2 yrs 2 mos, Built and revamped kenkohealth.in, enhancing UX for over 300,000 subscribers using NextJs, TypeScript, Redux Toolkit, and Styled Components. Improved SEO with Server-Side Rendering (SSR), collaborating with the marketing team. Developed a B2B portal with react-admin, contributing to 90% of the company’s revenue. Created a Storybook Component Library for reusable components across projects. Built a portal from (0 → 1), which helped over 5,000 users of B2B clients onboard themselves and add their family dependents and also generate revenue through sales of top up plans. Increased operational efficiency by 60% by developing an internal dashboard for digitizing hospital lab reports. Integrated monitoring tools like Glitchtip (via Sentry) for tracking frontend errors and Meta’s pixel for performance marketing. Managed frontend event tracking with Moengage and Google Analytics.

Education

Bachelor of Technology - BTech, Computer Science, Jain (Deemed-to-be University)

Full-stack web development, neoG Camp

Public links

github: https://github.com/sanathkumar26700