Headline

Building & Scaling AI Native Systems

About

AI Engineer | AI Agent Builder I design and build production-grade AI systems that automate real-world workflows. I’m Seema Nitharwal, an AI Engineer specializing in: • Autonomous AI agents • Retrieval-Augmented Generation (RAG) systems • Generative AI infrastructure My work focuses on turning large language models into reliable production systems — from multi-agent architectures to knowledge assistants and AI copilots. Over the past few years, I’ve built and deployed AI systems across fintech, healthcare, SaaS, and enterprise platforms, solving problems such as large-scale data processing, intelligent automation, and LLM-powered applications. What I Work On • AI Agents & Multi-Agent Systems • Retrieval-Augmented Generation (RAG) Systems • LLM Application Architecture • AI Automation & Intelligent Workflows • AI Copilots for SaaS Platforms Selected Work & Impact • Built enterprise data pipelines processing 10M+ records for financial institutions including ICICI Bank and Bajaj Finance • Designed AI-powered knowledge assistants using RAG architectures and vector search • Developed autonomous workflow agents integrating LLM reasoning with APIs and automation platforms • Built AI chatbots with contextual memory and domain-specific knowledge bases Technologies I Use AI Frameworks LangGraph • LangChain • CrewAI • PydanticAI • LlamaIndex LLM Platforms OpenAI • Claude • Gemini • DeepSeek • Mistral Infrastructure Python • FastAPI • Docker • AWS Vector Databases Pinecone • FAISS • Weaviate • Chroma Philosophy I believe the future of software lies in agentic systems — software that can reason, plan, and execute tasks autonomously. The challenge isn’t just connecting LLM APIs. It’s designing reliable AI architectures with guardrails, evaluation, and scalable infrastructure. That’s the type of systems I build. Let’s Connect If you're working on: • AI agents • RAG platforms • Generative AI products • Intelligent automation I’m always interested in discussing AI architecture, research, and real-world applications.

Location

India

AI stack

opencode

claudecode

Work experience

Founder and AI Solutions Architect at AI Minds, Aug 2024 - Present · 2 yrs 1 mo, Remote, AI Minds | Building Production-Grade AI Systems for Startups & SaaS AI Minds designs and deploys autonomous agents, RAG knowledge systems, and AI copilots for founders and teams who need AI that actually runs their business. What We Do 🤖 AI Agents & Multi-Agent Systems Architected with LangGraph, CrewAI, and LangChain to automate research, support, sales, and internal ops — with real guardrails, not just prompt chains. 📚 RAG Knowledge Assistants Vector-search-powered systems (Pinecone, FAISS, Weaviate) that let your team and your customers query institutional knowledge in seconds — grounded, cited, and reliable. 🧩 AI Copilots for SaaS LLM reasoning wired directly into your product — APIs, CRMs, internal tools — so your users get intelligence baked into the workflow, not a separate chatbot tab. ⚙️ Scalable AI Infrastructure Python, FastAPI, Docker, and cloud-native backends built to handle real traffic, real failure modes, and real cost constraints. 🔍 AI Auditing & Consulting For CEOs and founders who need a clear-eyed assessment of where AI actually creates leverage in their business — and a build plan that isn't hype. Who We Work With Startups building their first AI product. SaaS companies adding AI copilots to stay competitive. Founders who know they need AI but don't know where to start — and want someone who's shipped this before. Why AI Minds We architect systems — with evaluation, observability, and failure handling built in from day one. 📩 Let's talk about what AI could actually do for your business.

Data Engineer at Perfios, Dec 2022 - Jul 2024 · 1 yr 8 mos, India

Software Developer at SureBright, Sep 2022 - Dec 2022 · 4 mos, Canada

Full-stack Developer at SKILLMAP.AI, Jul 2021 - Sep 2022 · 1 yr 3 mos, India

Education

Bachelor of Engineering - BE, Computer Science, Malaviya National Institute of Technology Jaipur

Generative AI and Prompt Engineering, Indian Institute of Science (IISc)