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Shouryam Kumar

@shouryamkumar

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I build governed GenAI systems that improve operations and product decisions.

India

Message

What I'm looking for

I'm looking for AI Analyst, AI Transformation Consultant, or Technical Business Analyst roles where I can turn business problems into governed GenAI solutions, using evaluation, analytics, and workflow automation to deliver measurable outcomes.

I've built LLM-powered moderation, personalisation, and evaluation systems at Ambrix Lifemedia and Ambrix Group of Companies. My moderation automation solution reduced manual review effort by 80%, while redesigned caching reduced API response time by 40% and infrastructure costs.

I translate business requirements into practical AI solution designs, balancing operational constraints, user experience, and implementation complexity. I’ve also created AI quality assurance frameworks spanning evaluation criteria, test-case design, failure-mode analysis, safety, and human-in-the-loop validation.

At Okto, I identified 15+ developer onboarding pain points and automated support workflows with Python and the Slack API, cutting issue resolution time by 50%. I’m focused on using AI evaluation, governance, analytics, and workflow automation to deliver measurable operational outcomes.

Experience

Work history, roles, and key accomplishments

Co-founder & AI Engineer

Ambrix Lifemedia

Dec 2025 - Jul 2026 (7 months)

Designed and operationalised an LLM-powered content moderation solution with safety guardrails, reducing manual review effort by 80%. Led development of an AI quality assurance framework and translated business requirements into AI solution designs.

LLM Content Moderation AI Safety Quality Assurance Prompt Engineering Python OpenAI SDK Product Roadmap

AI Founding Engineer

Ambrix Group of Companies

Jul 2025 - Nov 2025 (4 months)

Designed an LLM-powered recommendation solution using dynamic context routing, accelerating user engagement. Redesigned caching architecture, reducing API response time by 40% and cutting infrastructure costs. Established evaluation standards and human-in-the-loop validation checkpoints to reduce hallucinations and unsafe outputs.

LLM Recommendation Systems Caching Evaluation Human In The Loop Python

Technical Community Manager

Okto

Feb 2025 - Jun 2025 (4 months)

Conducted structured discovery of developer onboarding friction, identifying and prioritising 15+ pain points. Automated ticket routing and team notifications using Python and Slack API, cutting issue resolution time by 50%.

Developer Relations Community Management Python Slack Process Automation Stakeholder Management

Operations Lead

The Phoenix Guild

Jul 2024 - Dec 2024 (5 months)

Designed and delivered technical programmes for 1,500+ developers across 10+ regions, establishing scalable operational frameworks and achieving 90%+ participant satisfaction.

Program Management Operations Event Planning Stakeholder Management Scalability