Portfolio — Vol. IBackend & AI Systems · Bengaluru

Somehow, I get
paid to make
machines think.

I build backend & AI systems that handle real-world chaos without panicking — most of the time. Agent workflows, distributed tracing, and the occasional 3 a.m. production crime scene.

PythonFastAPIAgent WorkflowsRAGDistributed TracingPostgreSQLRedisDockerVector SearchObservabilityCeleryWebSocketsAWSLLMsCircuit Breakers
Ayaan Khan speaking on stage at Y Combinator Startup School
Y Combinator Startup SchoolFig. 01
01Work

Things I built that actually shipped.

A short collection of systems that made it to production and survived contact with real users.

Backed byAWS Startups
01 / 05

ShellBreaker

Linux terminal training ground

A platform where breaking production is the point. Practice Linux commands, debug chaos, and master the terminal in isolated environments — because textbook Linux is clean, but production is a crime scene.

1,600+
Users tried
150+
Registered
5,700+
Commands run
PythonDockerFastAPIPostgreSQLtmux
02Skills

Things I'm genuinely good at.

A range of technical skills — mostly sharpened by solving problems I created for myself.

01

Languages

PythonJavaSQL
02

Frameworks

FastAPIFlaskCeleryNext.jsReact
03

Databases

PostgreSQLRedisMongoDBPineconeFAISS
04

Architecture

MicroservicesMulti-Tenant SystemsAgent OrchestrationState ManagementRAG Pipelines
05

Real-Time & Async

WebSocketsSSEAsync Task QueuesCelery + RedisEvent-Driven Systems
06

Cloud & DevOps

AWS (EC2, S3)DockerCI/CDDistributed TracingStructured LoggingGoogle Cloud
03Experience

Places that trusted me with their code.

A timeline of teams that let me break things until I learned how to fix them.

Lab0.ai logo
Software Engineering Intern
Lab0.ai | August 2026 - Present

Building at an early-stage YC S26 startup, shipping product and infrastructure end to end. Working close to the metal on backend services and AI features, moving fast, owning problems, and turning half-formed ideas into things that run in production.

Python
Backend Infrastructure
AI Systems
FastAPI
YC S26
Omium logo
Founding Engineering Intern
Omium | April 2026 - May 2026

Designing and scaling backend infrastructure for AI agent workflows handling multi-step, long-horizon task execution in production. Implemented structured observability pipelines — distributed tracing, structured logging, and alerting — to surface failure modes and latency regressions across agent runs. Built fault-tolerance mechanisms including circuit breakers and graceful degradation for unreliable tool and API dependencies. Collaborating directly with founders to define system architecture, infrastructure decisions, and engineering roadmap.

Python
Distributed Tracing
Structured Logging
Circuit Breakers
Agent Workflows
Backend Infrastructure
Observability
FastAPI
AiStudio logo
Forward Deployed Engineer
AiStudio | June 2025 - Sep 2025

Building a RAG system for finance teams to query CRM, Excel, and Salesforce data using LLMs and FAISS. Designed backend, vector search, and AI pipelines with a focus on modularity and future scaling. Contributing at a fast-paced fintech startup led by ex-Optiver, Tower Research, and Goldman Sachs founders.

Python
RAG
FAISS
LLMs
Vector Search
Backend Development
Pinecone
Langchain
Knowledge Graphs
Scaler logo
Software Engineering Intern
Scaler | June 2024 - Feb 2025

At Scaler, I built an AI support chatbot that reduced human workload (and excuses) by 33%, thanks to vector databases and some backend automation magic. Created a universal AI suite to juggle multiple LLMs without breaking things (most of the time), and used Langfuse to keep track of the chaos. Also built a notification system for WhatsApp and email – because apparently people like being notified when stuff breaks.

Python
FastAPI
Docker
OpenAI
PostgreSQL
Redis
AWS EC2
S3
WebSockets
04Education

The ongoing academic struggle.

Still attending classes, submitting assignments, and pretending to understand complex algorithms.

Scaler School of Technology logo
Bachelor of Science in Computer Science
Scaler School of Technology | July 2023 - July 2027

Currently learning how to build real-world software — while battling deadlines, bugs, and the occasional existential crisis. They call it “practical computer science education.” I call it “professional problem creation (and sometimes solving).”

Birla Institute Of Technology And Science, Pilani logo
Bachelor of Science in Computer Science
Birla Institute Of Technology And Science, Pilani | July 2023 - July 2027

Pursuing a CS degree focused on theoretical foundations and practical applications — or as I describe it, learning things I’ll Google again before every exam.

Recognition

Things that made me look cool online.

Milestones and recognition picked up along the way.

Ayaan Khan's team receiving the iQOO Hackathon 2026 grand prize cheque
Grand Prize · 1st Place

iQOO Hackathon 2026

iQOO × Scaler School of Business · Bengaluru · June 2026

Took the grand prize at a 30-hour AI build sprint — built an on-device 3D physics simulation engine that turns dry study material into interactive, explorable content. Prize pool cracked: ₹1,50,000.

On-Device3D PhysicsSimulation EngineEdTechAI
2nd Place · Solo Build

Emerging Tech Hackathon

Metadome.ai · Bengaluru · 2024

Took 2nd place — solo — with a fully local, on-device image search engine that finds your photos without a single byte leaving the device. Built the whole thing myself. Prize: ₹50,000.

Solo BuildOn-DeviceImage SearchCLIPPrivacy-First
Ayaan Khan holding the Metadome.ai Emerging Tech Hackathon prize cheque

LinkedIn Presence

6,000+Followers
20KPost Likes
Maximum on a single post
800KPost Views
Highest reach achieved
Professional Journey
Open Source & Projects

Runnable mcp_ctl CLI Tool

Contributed to the project with 5+ merged pull requests, demonstrating technical expertise and collaboration skills.

TypeScript
MCPs
Media Recognition
Multiple Publications | 2024

Built some tech projects and somehow tricked the media into thinking I’m a genius. Got featured in Times of India, Deccan Herald, Business Standard, and a few others — probably because they ran out of real news that week. Still counts though.

05Press

Mom's proud — I'm in the news.

Outlets that thought my projects were innovative enough to feature. Still waiting on the movie deal.

80.lv logo
2024
80.lv

Technical article on AI and computer vision innovations

Times Of India logo
2024
Times Of India

Feature on innovative AI solutions for accessibility

Deccan Herald logo
2024
Deccan Herald

Coverage of hackathon achievements and AI innovations

Business Standard logo
2024
Business Standard

Feature on emerging tech talent and innovations

EdexLive - 1 logo
2024
EdexLive - 1

Interview about educational journey and tech innovations

EdexLive - 2 logo
2024
EdexLive - 2

Feature on AI projects and their impact on education

Silicon India logo
2024
Silicon India

Profile on emerging tech talent in AI and computer vision

Archive

Stuff I built when I was ‘free’.

What happens when too much free time meets too much curiosity.

Computer Vision Project | 2024
CarFinger - Gesture Control for Racing Games

An innovative system that allows players to control racing games using hand gestures, providing an immersive and intuitive gaming experience.

Computer Vision Project | 2024
Sign Language to English Converter

A real-time sign language to English converter using Python and TensorFlow, enabling seamless online conversations for Deaf individuals.

Computer Vision Project | 2024
PPE Kit Detection

Developed a system for detecting personal protective equipment (PPE) kits using computer vision techniques.

Computer Vision Project | 2024
Logo Detection

Created a logo detection system for identifying and tracking brand logos in images and videos.

Full Stack Project | 2024
AI-Enabled Hotel Room Booking

Built a full-stack hotel room booking system with AI-powered chatbot assistance for customer inquiries and bookings.

Speech Processing Project | 2024
Alfred - Robot Communication System

Developed the complete software side for a robot enabling speech-to-speech communication for more natural human-robot interaction.

N° 06 — Contact

Let's talk.

A project idea, a question, or just a hello — I reply within one working day.

Fin — but not really

Let's build something real.