I am a Senior AI & ML Systems Architect with over 8 years of experience designing and deploying secure, scalable AI platforms in enterprise environments. My expertise lies in architecting distributed machine learning systems, Kubernetes-native orchestration, multi-cloud platforms, and Generative AI solutions—including Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and complex agentic workflows.
Throughout my career, I have successfully led end-to-end ML pipeline development, spearheaded microservices transformations, and driven data processing efficiency across top organizations. I maintain a strong focus on MLOps best practices, IAM-based access control, system auditability, and operational resilience to deliver high-impact engineering solutions.
Currently based in Bengaluru, I am actively exploring the latest advancements in AI technologies, building next-generation agentic side projects, and actively contributing to the open-source community.
- AI/ML: LLMs, RAG, LangChain, LangGraph, AI Agents, MCP
- Data & Backend: Python, Rust, SQL, PostgreSQL, Redis, Kafka, FastAPI, Django
- Apps & Systems: Tauri, Docker, Docker Compose, Telegram Bots
- Cloud & Infra: GCP (Vertex AI, BigQuery), AWS, Azure, Kubernetes, Terraform
- MLOps: CI/CD, MLflow, IAM, Audit Logging, Encryption, SLA Monitoring
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FluxBox An ultra-lightweight, privacy-focused macOS productivity command center — system stats, markets, timers, and ambient sounds, summoned with Alt + Space.
- Tech Stack: Rust, Tauri, macOS
- Github: https://github.com/raunaqness/fluxbox
- 🌐 Link: fluxbox.raunaqness.com
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TVBox Your personal, self-hosted Netflix. Search for a movie or TV show, manage downloads from one dashboard, move files to Google Drive, and watch them through Infuse.
- Tech Stack: Docker Compose, Python, rclone
- 🌐 Link: tvbox.raunaqness.com
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MakanMap Singapore's living hawker map, built at the GMI Cloud x Z.ai Singapore Hackathon 2025. Stall owners go live via menu photo; consumers get a real-time map with multilingual AI-generated marketing copy.
- Tech Stack: AI, full-stack web
- Github: https://github.com/raunaqness/gmi-hackathon
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AI Travel Agent An autonomous, natural-language AI agent that designs dynamic, personalized travel itineraries.
- Tech Stack: Python, LangChain, LangGraph, LLMs, FastAPI, Docker
- Github: https://github.com/raunaqness/ai-travel-agent
- 🌐 Link: ai-travel-agent.fly.dev
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Machine Learning Jobs Platform A customized job board connecting global Machine Learning engineering talent with innovative companies.
- Tech Stack: Python, Django, PostgreSQL, Docker, AWS
- 🌐 Link: machinelearningjobs.dev
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substack2md Convert Substack posts to Markdown.
- Github: https://github.com/raunaqness/substack2md
- 🌐 Demo: substack2md.vercel.app
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Superteam Telegram Intro Gatekeeper Bot A Telegram bot that gates new members in Superteam community groups by verifying introductions. Built for a Superteam Earn challenge.