🚀 Member of Technical Staff | Backend Engineer | AI & LLM Enthusiast
Currently building scalable backend and infrastructure @ Salesforce | Exploring LLMs & AI Agents
I'm a software engineer with 5+ years of experience working across product-based companies like Amazon and Salesforce. My core strengths lie in backend development, infrastructure creation, and tinkering with LLMs and Agents.
🔧 Currently, I’m focusing on building high-throughput infra systems, and learning how to design and train LLMs from scratch. I’m especially interested in AI agents, the Model Context Protocol (MCP), and how emerging LLM technologies can be used for real-world automation and productivity.
- Languages: Java, Python, TypeScript, Node.js, React
- Infra/Cloud: AWS, Kubernetes (EKS), Terraform, Helm
- Databases: Elasticsearch, OpenSearch, NoSQL
- DevOps: Git, Jenkins, CI/CD Pipelines
- Core Skills: System Design, Infrastrucute as Code, Microservices
- 📘 Building LLMs from scratch (inspired by Sebastian Raschka's book)
- 🤖 Experimenting with AI Agents and MCP
- 🧠 Studying attention mechanisms, tokenization, and training dynamics of foundation models
- Small, focused LLM tools that solve real-world problems
- Systems that abstract complexity through clean interfaces
- Anything that mixes backend architecture with AI capability
I recharge by playing 🏏 cricket, ♟️ chess, and the occasional 🎮 CSGO.
A favorite quote that guides me:
"Stay curious, stay humble."
Thanks for stopping by! 😊
Feel free to reach out if you'd like to collaborate or chat about LLMs, infra, or anything in between.