Shivam Singh

Co-Founder

Bengaluru, Karnataka, India3 yrs 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Led end-to-end AI integrations at a B2B startup.
Designed retrieval-augmented generation systems with advanced chunking.
Achieved 99.9% uptime and 25% performance gains.

Stackforce AI infers this person is a SaaS-focused AI Engineer with expertise in full-stack development and orchestration.

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Skills

Core Skills

Ai OrchestrationFull-stack Development

Other Skills

PythonFastAPILangGraphLangChainDockerAWSRAG PipelinesAgentic AIHTMLCSSJavaScriptReact.jsNode.jsExpress.jsExpress

About

I am an AI Engineer focused on building production ready agentic AI systems, RAG pipelines, and LLM‑powered applications using modern orchestration frameworks. I have 2+ years of experience shipping scalable web applications and recently led end‑to‑end AI integrations as Co‑Founder & Technical Lead at a B2B startup. My work spans agent orchestration, tool‑calling, and multi‑step workflows using LangChain, LangGraph, and custom orchestration layers, with a strong focus on token‑efficient prompting, context management, and guardrails. I design retrieval‑augmented generation (RAG) systems with advanced chunking, hybrid search, and relevance tuning on top of vector stores, and integrate Hugging Face and commercial LLMs into real products. My full‑stack background (Javascript, Node.js, React, Next.js, Python/FastAPI) and cloud experience (AWS, Docker, Kubernetes, CI/CD) helps me take AI features from prototype to production with proper observability, evaluation, and monitoring

Experience

3 yrs 11 mos

Total Experience

1 yr 3 mos

Average Tenure

Current Experience

Miilan helping hand india pvt ltd

AI Engineer

Jun 2024 – Feb 2026 · 1 yr 8 mos · Greater Bengaluru Area · On-site

Founded and scaled a B2B services startup with end‑to‑end technical ownership, from architecture to production deployment. Led a small engineering team, drove product decisions, and worked directly with clients to understand use cases and ship solutions.
Designed and implemented LLM‑powered features, including agentic workflows and retrieval‑augmented generation (RAG) pipelines integrated into existing web applications. Built multi‑step flows with tool‑calling, context management, and token‑efficient prompting using frameworks like LangChain/LangGraph and custom orchestration layers.
Developed and maintained backend services in Python (FastAPI), Node.js, exposing REST APIs consumed by React/Next.js frontends. Deployed these services on AWS with Docker, Kubernetes, and CI/CD, ensuring high availability (99.9% uptime) and performance gains of ~25% through profiling and optimization.
Owned AWS infrastructure (EC2, Lambda, S3, IAM), monitoring, and logging, and set up basic observability for LLM features (latency, cost, token usage) to support iteration and reliability.
🏆 Recognized with a B2B award in 2025 for delivering stable, scalable products under tight timelines.
Key: Python · FastAPI · AI Orchestration · LangGraph · LangChain · Groq LLaMA · ChromaDB · SentenceTransformers · Multi-Agent Systems · RAG Pipelines · Agentic AI · MCP Protocol · Docker · AWS · Redis · RBAC · NLU Classification · Vector Databases · Supervisor Pattern · Agent Registry · Prompt Engineering Product Architecture · AWS Cloud · Full‑Stack Development Client Management · Team Leadership · Startup Operations

PythonFastAPIAI OrchestrationLangGraphLangChainDocker+2

Maharaja groupe

Full-stack Developer

Mar 2022 – Jan 2023 · 10 mos · Remote

Enhanced coding efficiency by 25% through advanced proficiency in HTML, CSS, and JavaScript, delivering responsive designs under tight deadlines. Improved component reusability by 40% and reduced development time by 60% by leveraging React.js for building user interfaces. Spearheaded API integration, reducing integration time by 20% and ensuring seamless data exchange. Demonstrated backend development expertise with Node.js and Express.js, building robust end-to-end solutions. Operated in an Agile environment, actively participating in sprint planning and iterative development to deliver business-aligned features.

HTMLCSSJavaScriptReact.jsNode.jsExpress.js+1

Freelance

Freelance & Personal Projects:

Sep 2020 – Feb 2022 · 1 yr 5 mos · Bengaluru, Karnataka, India · Remote

Designed and developed 3+ full-stack web applications, integrating Node.js, Express, and MongoDB.
Developed a Trello Clone, platform, using the MERN stack with a role-based dashboard and AWS deployment.

Node.jsExpressMongoDBFull-Stack Development