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Prakash Singh

Prakash Singh

Founder & CTO building AI agents for Shopify and D2C

prkskrs
Bengaluru, Karnataka, India
Joined July 2026
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Summary

Founder and product-oriented CTO focused on conversational commerce: Prakash leads an AI-agent product (YourLio AI / HelioAI) that targets Shopify and D2C brands, building agentic sales reps and conversational flows across WhatsApp, Instagram, email, and SMS to recover carts and increase average order value. nitter+1
Open-source builder and technical educator: actively publishes code and tutorials (notably the Agent-Drive 5-day stateful agent) and writes technical posts on building agentic systems, RAG flows, and memory/graph orchestration for AI agents. github+1
Applied AI and ML systems practitioner across startups: holds multiple applied AI, ML systems, and backend engineering roles (AnswersAi, TexAu, SproutsAI, Blackcoffer) indicating hands-on experience building ML pipelines, backend services, and automation for product teams. github+1
Community and mentorship builder: co-founded Catalysts ReachOut, a community focused on development, programming, mentorship, and career development, and contributes to community publications and posts. dev+1

Work

Education

Projects

Writing

5-Day Stateful Agent (Open Source)

August 1, 2025

A blog post describing a five-day path to build a stateful agent: ReAct patterns, function-calling, multi-tool agents, graph-based orchestration, and per-user memory for scalable conversations.

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is RAG dead? nope—it learned to drive

August 1, 2025

A mid-2025 commentary on agentic RAG and a compact playbook (plan → retrieve → re-rank → answer → verify) describing how retrieval-augmented generation evolved to agentic, adaptive retrieval flows.

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Hobbies

Writes technical articles and open-source demos about AI agents, RAG, and backend development. dev+1