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Ganesh J
@gan_lak
AI Solution Architect, Founder at Cognolux AI
India
Engels
Over mij
I am an AI solution architect with 21 years in engineering and 10 in AI. I run my own practice, Cognolux AI.
I take a system end to end on my own: data engineering, ML, backend, DevOps and cloud, under one owner. On my last programme that meant 80% off time to production and 40% off run cost.
I build AI agents and automation that survive production, document and data classification pipelines, and the evaluation evidence a system needs to pass a risk review.
Tell me the outcome you need, not the tech stack. I will tell you honestly what it takes.
Skills
Ganesh J
offline •
Bekijk mijn diensten
AI-integraties
I will build ai agents, rag chatbots, llm apps with data, cloud and devops end to end
AI-technologie advies
I will be your ai consultant and review your ai agent, rag or automation plan
Portfolio
Werkervaring
Founder & Principal AI Solution Architect
Cognolux AI
Dec 2024 - Present • 1 yr 8 mos
Independent AI delivery practice architecting production GenAI and agentic systems for enterprise and consulting clients across the UK, US and India. I take a system end to end on my own: data engineering, ML, backend, frontend, DevOps, databases and cloud, under one accountable owner. Built a productised AI evaluation and sign-off framework that grades a captured system run against a client's own declared thresholds, mapping each failure to the control it misses, the remediation and the engineering effort. Designed it to be model and framework agnostic and to run with no model access, no environment access and no integration, which removes the security review that typically adds six weeks to an engagement.
