Open to opportunities

Ratikesh Kumar Singh

@ratikeshkumarsingh

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AI & full-stack engineer building scalable, intelligent systems and next-gen AI agents.

India

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What I'm looking for

I’m looking to build scalable AI agent platforms—using LLMs, RAG, and system design—where I can ship reliable, production-grade solutions on cloud infrastructure and collaborate to drive real-world adoption.

I’m an AI and full-stack engineer focused on building scalable, intelligent systems that bridge research with real-world deployment. At Synthio Labs, I engineered guardrails and safety layers for healthcare AI agents to improve reliability, compliance, and response quality, and I built scalable document indexing plus a production-grade RAG pipeline for citation-backed retrieval.

Previously, I designed and scaled an MCP server architecture at Clodexa so AI agents can securely make API calls and execute read/write operations dynamically, and I migrated Clodexa’s infrastructure to AWS to improve scalability and resilience. I also helped found product experiences—like an AI-agent conversational interface and a unified Triggo Marketplace—while driving measurable growth through AI/ML automation and platform optimization. I’m committed to pioneering next-generation AI agents and automation platforms that augment human decision-making.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer AI

Current

Synthio Labs

Apr 2026 - Present (3 months)

Engineered guardrails and safety layers for healthcare AI agents to improve reliability, compliance, and response quality. Built a scalable document indexing and production-grade RAG pipeline for citation-backed retrieval, and contributed to voice/text pharmaceutical conversational agents.

GuardRails Indexing OpenSearch RAG Citation Backed Retrieval Dialogue Flows

Software Engineer

Clodexa

Jun 2025 - Apr 2026 (10 months)

Designed a scalable MCP (Model Context Protocol) server architecture to enable AI agents to securely make API calls to backend services. Migrated Clodexa infrastructure to AWS and integrated Salesforce, HubSpot, and Pipedrive with the platform.

Model Context Protocol (MCP)AWS Amplify AWS ECR DocumentDB Valkey Salesforce Integration HubSpot Integration Pipedrive

Founding Engineer

Clodexa

Mar 2025 - Jun 2025 (3 months)

Replaced form-based intent signal creation with an AI-agent-powered conversational interface to collect user data interactively and resolve queries. Designed and launched the Triggo Marketplace to unify Clodexa AI agents and products into a single dashboard for installation and tool combination.

Conversational Interfaces AI Agents Marketplace

Coding Expert for AI Training

Outlier AI

Mar 2025 - Jun 2025 (3 months)

Provided high-quality code samples to train and refine AI coding models across multiple projects. Contributed to model training tasks spanning several iterations and tool variants.

Code Sample Generation

Full Stack Developer Intern

Clodexa

Sep 2024 - Mar 2025 (6 months)

Built AI/ML automation and lead extraction systems, driving ARR growth from $0 to $100K in 3 months while refining intent-driven lead scoring. Unified fragmented products into a single platform and optimized backend APIs and query execution to reduce initial page load time from 1.8s to 0.8s.

AI Automation Lead Scoring Query Execution

Education

Degrees, certifications, and relevant coursework

BNM Institute of Technology

Bachelor of Engineering, Artificial Intelligence and Machine Learning

2021 - 2025

Grade: CGPA: 8.66

Bachelor of Engineering in Artificial Intelligence and Machine Learning (2021–2025) at BNM Institute of Technology, graduating with CGPA 8.66. Coursework included computer organisation and architecture, operating systems, DBMS, machine learning and AI, NLP, and computer vision.