Darshan User
@darshanuser9
I build production AI agents and ML systems for regulated banking workflows.
IndiaWhat I'm looking for
At HCLTech, I build production AI systems for an Australian bank, including CAPtain, an agentic control-assessment assistant that orchestrates 45 tools across three knowledge stores. I delivered an RCSA assistant that reduced manual control evaluation by 150+ hours monthly and an incident-creation assistant that reduced form completion time by 70%.
I also architected an AWS SageMaker AML intelligence system processing 1M+ daily transactions with 92% fraud detection accuracy. Previously at Predactica, I built ML observability and fairness-aware pipelines that reduced downtime and debugging time.
Experience
Work history, roles, and key accomplishments
Architected and delivered production AI/ML systems for a major Australian bank, including an agentic control-assessment assistant, an RCSA risk assistant, a conversational AI incident creation assistant, and an AML intelligence system. Led end-to-end development from architecture to deployment, achieving significant efficiency gains and regulatory compliance.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Madras
Bachelor of Technology, Engineering
2020 - 2024
Pursued a Bachelor of Technology degree at the Indian Institute of Technology Madras from 2020 to 2024.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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