Software + Data Systems · Agentic AI
Harish Khollam
AI practitioner · builder · connector
Harish builds reliable AI and data systems for real-world use.
Harish helps product and engineering teams move from AI concept to production reality. The focus is simple: systems that are reliable, measurable, and genuinely useful in day-to-day work.
Build — production LLM features, document intelligence pipelines, and data workflows.
Stabilize — fix reliability issues, improve evaluation quality, and remove scaling bottlenecks.
Enable — mentor teams and run practical workshops so execution keeps moving after handoff.
The kind of systems Harish builds are infrastructure-heavy and operational by nature. This is the visual language behind that work: distributed data, orchestration, and production delivery.
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Harish is currently building production software for data-intensive AI systems: coding robust pipelines, engineering data flows, and shipping LLM features that remain dependable at scale. The work spans data engineering, big data processing, and agentic AI patterns where autonomous agents collaborate inside smart systems instead of single isolated prompts.
Thoughts on production AI systems, data engineering, and the engineering challenges nobody talks about. Building in public—exploring what actually works when you move from benchmark to production.
Harish sees technology as a tool for creating opportunity. His focus is on getting intelligent systems out of the lab and into the real world, prioritizing reliability, interpretability, and genuine usefulness. He thrives on open-ended challenges and enjoys collaborating to build systems that matter, regardless of the industry.
Beyond building platforms, his passion is building people. He runs workshops, mentors students, and actively explores how AI can open doors for those who usually don't get access to it. Harish believes the most interesting work happens at the intersection of technical depth and human impact.
If your team is building a production AI system (or wants to) — harishkhollam@gmail.com
Always open to meaningful collaborations.