$ whoami

Danish
Naseer

AI EngineerMLOpsFull Stack

I build AI systems that ship. From training models to deploying production-grade ML pipelines — I work across the entire stack.

About

Building AI
at scale

I am an AI engineer passionate about building the production Ai systems. I build RAGs, Chatbots, AI Agents, agentic harness systems, and end-to-end AI research pipelines.

Tech Stack

PythonFastAPILangGraphLangChainLangFuseDockerKubernetesPostgreSQLRedisReactNode.jsPrismaFirebasenginxQdrantGitHub ActionsVercelOracle CloudAWS

Work

Selected
Projects

Adaptive-RAG

Raggy — Adaptive Multi-Strategy RAG

Production-grade RAG system that classifies query complexity in real time and routes each question to the optimal retrieval strategy. Features hybrid search (dense + BM25 via RRF fusion), cross-encoder reranking, semantic caching (Redis, 50-70% cost reduction), agentic decomposition for multi-hop queries, and web-augmented retrieval fallback. Ships with a React chat UI, Clerk auth, LangFuse observability, and automated RAGAS evaluation.

FastAPIMistral AIQdrantRedisPostgreSQLReactDocker
Adaptive-RAG screenshot

MultiAgent Research System

End-to-end AI research pipeline

Multi-agent AI research system that accepts a topic, searches ArXiv/OpenAlex/Exa via Mistral LLM, writes a LaTeX paper, fact-checks with a deep review loop (score threshold 80/100), and serves results through a React UI with real-time SSE streaming. Orchestrated with LangGraph, persisted to PostgreSQL, deployed with nginx + Docker on Oracle Cloud.

FastAPILangGraphMistral AIPostgreSQLReactDockernginx
MultiAgent Research System screenshot

Coding Harness

Minimal AI coding agent for the terminal

AI coding agent that runs in your terminal. Multi-provider (Anthropic, OpenAI, Groq, OpenRouter), streaming responses, full tool execution (read, write, edit, search, shell), per-project session persistence, sub-agent delegation for parallel exploration, customizable SOUL.md/AGENTS.md personality, built-in guardrails, and an eval framework for regression testing.

PythonAnthropicOpenAIClaudeTUI
Coding Harness screenshot

FinSense

AI-powered finance tracker

Full-stack personal finance SaaS with AI-powered budgeting insights. Dashboard with income/expense analytics, transaction management, auto-generated budget recommendations, monthly reports, and an AI chat assistant for financial advice. Built with React, Express, Prisma, PostgreSQL, Firebase Auth, and OpenRouter AI.

ReactNode.jsExpressPrismaPostgreSQLFirebaseOpenRouter
FinSense screenshot

Career

Where I've
Worked

2026

Software Developer & AI Integration

TugOnn Schweiz

Developing software solutions and integrating AI capabilities into business workflows. Building intelligent automation systems and enhancing product features with LLM-powered functionality.

2026— Present

Ai-engineering-journal

Substack

Writing in-depth technical articles on AI engineering, MLOps, and full-stack development. Breaking down complex topics into practical, actionable guides for the developer community.

Contact

Let's
Connect

I'm always open to interesting conversations — whether about AI, MLOps, or collaboration opportunities.

© 2026Danish Naseer. Built with Next.js & Tailwind CSS.