🌱 About myself

Systems Engineer (AI & Crypto) | IIT Roorkee Alumnus

I architect and build high-performance systems, infrastructure, autonomous agent state machines, and low-level systems. I specialize in moving AI out of fragile API wrappers and into robust, scalable, and hardware-accelerated production environments.

• AI Infrastructure: High-throughput LLM Inference, GPU/CUDA Acceleration, RAG Architecture, Evals (LangSmith, Langfuse).
• Crypto: L2s, Ethereum, Rollups, Data availability solutions, Smart Contracts.
• Agentic Systems: LangGraph, Multi-Agent Orchestration, n8n Automation Workflows, Local LLMs (Ollama).
• High-Performance Systems: Rust, Distributed Databases, Tokio, low latency, High performance computing, eBPF.
• Production Engineering: Kubernetes, Helm, CI/CD Pipelines, Distributed Systems.

1. High-Throughput LLM Inference Systems (Rust, CUDA, HPC)

• Architected scalable backend systems natively in Rust for managing and routing high-volume LLM requests in production environments.
• Engineered core infrastructure components including low-latency request batching, rigorous rate limiting, and comprehensive observability pipelines.
• Integrated hardware-accelerated execution layers utilizing CUDA, completely bypassing standard high-latency API bottlenecks to achieve bare-metal inference performance.

2. Cero (L2 Distributed Rollup Sequencer)

• Worked on transaction sequencing/ordering, Validator selection, Rewards Distrubuion.
• Block Propagation with CometBFT, Geth l1 settlement, DA solutions (Celestia, Avail)
• Polygon/Erigon CDK integration, Distributed database sync, p2p

3. Autonomous Agentic Systems & State Machines (LangGraph, Ollama, n8n)

• Architected autonomous, multi-agent systems using LangGraph and local LLM inference (Ollama) to execute complex, multi-step cognitive workflows.
• Engineered CLI-based agentic tools featuring graph-based state machines capable of iteratively writing, executing, testing, and self-correcting code dynamically.
• Designed and deployed human-in-the-loop (HITL) automation pipelines utilizing n8n for high-signal data scraping, dynamic context assembly, and reliable workflow execution.

4. Bare-Metal & Network Security Systems (Rust, eBPF, CPU)

• Architected highly performant, bare-metal network systems utilizing Rust and eBPF for secure, kernel-level packet parsing and manipulation.
• Engineered decentralized, high-throughput execution environments inspired by advanced blockchain infrastructure to ensure robust, fault-tolerant system design with zero single points of failure.

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