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Aayush7352/README.md
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tagline






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whoami terminal



What I Build

The layer where AI meets production reality — evaluation pipelines, fault-tolerant backends, and infrastructure that survives real-world chaos.

National-Scale Impact

Contributed backend & network workflows to TCAS — India's ₹410 Crore railway collision-avoidance system.

Philosophy

"Demos impress for a day. Systems that never go down impress forever."

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🧠 About Me

about tagline

Build resilient, production-grade systems across AI, distributed backends, and cloud-native infrastructure — the kind that survive real load, real users, and real chaos.


🧬

LLM EvaluationBenchmarking systems for reasoning, tool-use, and multi-step AI execution

🌐

Distributed BackendsHigh-throughput, low-latency architectures built to scale horizontally

⚙️

Automation PipelinesThroughput-optimized workflows for document, data, and inference pipelines

🔭

AI ObservabilityTracing, metrics, and evaluation pipelines for models running in production

🛡️

Reliability EngineeringFault-tolerance, graceful degradation, and SLO-driven system design

☁️

Cloud-Native DeployContainer-first, IaC-driven deployments on AWS, Azure, and GCP

🎼

Intelligent Workflow OrchestrationMulti-agent systems and orchestration layers that coordinate models, tools, and services under real-world constraints


AI SystemsmeetDistributed Infrastructure

Where model latency budgets collide with cross-region replication

ScalabilitymeetsReliability

Where 10× traffic meets a 99.99% availability contract

Intelligent WorkflowsmeetProduction Constraints

Where agent autonomy meets rate limits, budgets, and blast radius

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⚡ Systems I've Built

Selected engineering work — from national-scale safety infrastructure to bare-metal operating systems.

🛤️ TCAS — Railway Collision Avoidance

₹410 Cr national-scale safety infrastructure

Backend and network-oriented workflows for Indian Railways' Train Collision Avoidance System — where a single failure is measured in lives, not logs.

🧬 LLM Evaluation Infrastructure

Benchmarking AI at scale

Large-scale benchmarking workflows for reasoning and multi-step AI execution — the systems that decide whether a model is actually good.

📄 AI Invoice Extraction Pipeline

High-throughput document intelligence

Document intelligence platform with automated structured extraction — turning unstructured chaos into clean data at scale.

🖥️ Custom UNIX-Style OS

Built from bare metal up

Operating system featuring scheduling, memory management, and filesystem components — written in C, booted in QEMU.

📈 Stock Market Prediction System

ML forecasting in production

ML-powered forecasting platform with APIs and visualization pipelines — because models are useless until deployed.

🎪 FestiveHub

Real-time event management

Full-stack event management platform with real-time registration workflows.

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🛠️ Tech Stack

Languages, frameworks, and infrastructure I ship production systems with.

🔥 Core Languages

🌐 Backend & App Engineering

☁️ Cloud & DevOps

🧬 AI · Distributed Systems · Data

🧰 Tools & Platforms

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📊 GitHub Insights

Live GitHub activity, streaks, and language distribution.

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languagesproductive time

activity graph



The snake devours every commit — one contribution at a time.


Snake eating my GitHub contribution graph



3D contribution skyline — every block is a commit day.


3D contribution graph — signature palette



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🚀 Competitive Programming

Sharpening algorithmic intuition — one problem at a time.



leetcode



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🧭 Engineering Philosophy


Code must be clean before it is clever.Great engineering balances simplicity, scalability, resilience.

Systems should fail safely, recover gracefully, and scale efficiently.Reliability is a feature, not an afterthought.

Build infrastructure for tomorrow — not just demos for today.If others are dreaming of a seat, I'm designing the rocket.

I don't just write code.I engineer systems that shape the future.

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🔗 Connect With Me

Open to collaboration on AI infrastructure, distributed systems, and production engineering.



LinkedInXPortfolioLeetCodeGitHub


Built with ⚡ engineering discipline — not just markdown.

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