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Saketh-Chandra/README.md

Hi there, I'm Saketh Chandra πŸ‘‹

AI Software Engineer | 4+ Years Experience | Building Production AI Systems & Developer Tools

LinkedIn Portfolio NPM PyPI


πŸš€ About Me

I'm a Full-Stack AI Software Engineer with 4+ years of experience at Honeywell, where I build production-grade AI systems and internal developer tools that serve hundreds of engineering teams globally.

  • πŸ”­ Currently: Software Development Engineer 2 (SD2) at Honeywell, leading AI agent development and full-stack engineering
  • 🎯 Expertise: GenAI/LLM Systems, Multi-Agent Orchestration, RAG Architecture, Full-Stack Development, Backend Systems
  • πŸ† Impact: Reduced incident resolution time by 60%, automated 10,435+ code defects, saved 1,000+ engineering hours annually
  • 🌱 Learning: Advanced AI agent architectures, LLMOps, and distributed systems at scale
  • πŸ’Ό Open to: AI/ML Engineering, Full-Stack Engineering, and Senior Backend Engineering roles
  • πŸŽ“ Education: B.Tech in Computer Science & Engineering, Amrita University (2022)

πŸ’‘ Core Expertise

AI & Machine Learning

  • GenAI Systems: Multi-agent orchestration, LangChain, Azure OpenAI GPT-4o/4-turbo, RAG architectures
  • Production AI: FastAPI microservices, vector databases (Qdrant), embeddings, tool-calling patterns
  • Security: MCP servers, command whitelisting, injection prevention, RBAC-aware tooling
  • Specialties: Autonomous incident resolution, code remediation, CI/CD troubleshooting agents

Backend Development & Infrastructure

  • Distributed Systems: Microservices architecture, async processing (Celery/Redis), message queues
  • Cloud & Containers: Azure (AKS, ACR, ACI), Docker, Kubernetes, multi-region deployments
  • Developer Tools: Self-service portals, automation workflows, CI/CD integration
  • Monitoring & APIs: Prometheus, Grafana, REST APIs, WebSockets, real-time systems

Full-Stack Development

  • Backend: Python (Django, FastAPI), Go (Gin), REST APIs, WebSockets, OAuth2/MSAL
  • Frontend: React, TypeScript, Next.js, micro-frontend architecture
  • Databases: PostgreSQL, MongoDB, Redis, SQLAlchemy
  • Cloud: Azure (AKS, ACR, ACI), AWS, Docker, Helm

Specialized Domains

  • Quantum Computing: Qiskit, IBM Quantum Experience, published research (Springer 2023)
  • WebAssembly: C to WASM transpilation, Emscripten, FFI bridges
  • IoT: Raspberry Pi, Arduino, embedded systems, HID devices

πŸ† Key Achievements

At Honeywell (2022 - Present)

πŸ€– AI & Automation

  • Multi-Agent SRE System: Architected autonomous AI system processing 1,000+ monthly alerts across 3 regions, reducing P1/P2 incident resolution by 60%
  • Coverity AI Agent: Built LLM-powered code remediation system that processed 10,435+ defects, generated 1,119 PRs, achieving 30-40% developer adoption
  • RAG-Based Help System: Developed enterprise AI assistant indexing 4,500+ documents for CI/CD troubleshooting, saving 140+ hours annually
  • MCP Server Platform: Architected Kubernetes-native platform hosting 4 AI integration services across multi-region AKS clusters

πŸ› οΈ Full-Stack Development

  • Kong Automation Portal: Built self-service web application (Django/React) serving 150+ teams with dual-platform API gateway management
  • Grafana Migration System: Developed automated dashboard migration tool reducing deployment time by 95% (10 hours β†’ 30 minutes)
  • AlertOps Portal: Engineered multi-region alert management web app with 100% uptime since Aug 2023, serving 10-15 teams
  • AKS Management Platform: Architected full-stack Kubernetes resource management application, eliminating 140+ manual hours annually

πŸ‘₯ Leadership & Mentorship

  • Led and mentored 2 full-time engineers (direct reports) within global software development organization
  • Established coding standards and onboarding playbooks for team of 10+ engineers
  • Drove adoption of Python best practices and microservices architecture across division

πŸ”¬ Featured Projects

RayDoom - WASM Gaming Engine (2025)

Architected a dual-package WebAssembly platform that transpiles 67,000+ lines of C code to run DOOM within Raycast launcher

  • Tech: C, WebAssembly, Emscripten, TypeScript, React, Node.js
  • Highlights: Real-time ASCII rendering at 15 FPS, custom memory management, 500MB heap monitoring
  • Published: raydoom-core on npm

QuantumRNG - Quantum Random Number Generator (2021-2023)

Developed algorithm for true random number generation using quantum computing with single qubit

PicoWiFiDucky - Wireless HID Device (2023)

Built WiFi-enabled HID device for penetration testing using Raspberry Pi Pico W

  • Tech: Raspberry Pi Pico W, MicroPython, WiFi, Web Interface
  • Features: Remote keyboard input execution, web-based payload delivery

GTA SA Save Game Editor - Web-Based Game Modding (2022-2023)

Created browser-based save game editor for GTA San Andreas

  • Tech: React, Pyscript, JavaScript, Binary File Parsing
  • Features: Real-time game state modification, health/money/weapons editing

πŸ› οΈ Tech Stack

Tech Stack
πŸ“‹ Complete Tech Stack (Click to expand)

Languages: Python β€’ Go β€’ TypeScript β€’ JavaScript β€’ C β€’ SQL

AI/ML: LangChain β€’ OpenAI SDK β€’ Google ADK β€’ Azure OpenAI GPT-4o β€’ GPT-4-turbo β€’ Claude β€’ Qiskit β€’ RAG β€’ Multi-Agent β€’ Tool Calling β€’ Fine-tuning β€’ Qdrant β€’ Chroma β€’ Pinecone

Backend: Django β€’ FastAPI β€’ Flask β€’ Gin β€’ REST APIs β€’ GraphQL β€’ WebSockets β€’ gRPC β€’ Celery β€’ Redis β€’ RabbitMQ β€’ OAuth2 β€’ JWT β€’ MSAL β€’ Azure AD

Frontend: React β€’ Next.js β€’ TypeScript β€’ Redux β€’ Context API β€’ Tailwind CSS β€’ Material-UI β€’ Bootstrap

Cloud & DevOps: Azure (AKS, ACR, ACI) β€’ AWS β€’ GCP β€’ Docker β€’ Kubernetes β€’ Helm β€’ GitHub Actions β€’ Octopus Deploy β€’ Azure DevOps

Monitoring: Prometheus β€’ Grafana β€’ ELK Stack β€’ Victoria Metrics

Databases: PostgreSQL β€’ MongoDB β€’ Redis β€’ MySQL β€’ SQLite

ITSM: ServiceNow β€’ PagerDuty β€’ Jira β€’ Confluence

Specialized: Qiskit β€’ IBM Quantum Experience β€’ Azure Quantum β€’ Emscripten β€’ WebAssembly β€’ C/C++ β€’ Raspberry Pi β€’ Arduino β€’ MQTT β€’ MicroPython


πŸ“Š GitHub Stats

GitHub Stats GitHub Streak
Top Languages

πŸ“œ Certifications & Recognition

  • IBM Quantum Challenge 2021 - Intermediate Achievement (June 2021)
    Demonstrated proficiency in quantum circuit decomposition, Shor's algorithm, QE correction, and Qiskit Pulse

  • Introduction to Quantum Computing - Qubit by Qubit (April 2021)
    First global quantum computing course partnered with IBM Quantum, taught by MIT and Oxford researchers

  • Published Research - Springer Conference (2023)
    "QuantumRNG: Random Number Generator Using Quantum Computing" - DOI: 10.1007/978-981-19-7126-6_10

  • Multiple Bravo Awards - Honeywell (2022-2026)
    Recognition for exceptional engineering contributions and impact


πŸŽ“ Education & Leadership

Bachelor of Technology, Computer Science and Engineering
Amrita School of Engineering, Bengaluru | Aug 2018 - May 2022

Leadership Roles:

  • Google DSC-ASEB - Technical Member (Sept 2020 - July 2021)
  • Amrita ROVER Team - Software Engineer Lead (Jan 2020 - 2021)
    Led Rover Internal Servers and Ground Station development; Team ranked 6th at IRDC 2020

πŸ’Ό Currently Seeking Opportunities

I'm actively exploring opportunities in:

  • AI/ML Engineering - LLM applications, agent systems, RAG architectures
  • Full-Stack Engineering - Internal tools, web applications, developer productivity
  • Senior Backend Engineering - Distributed systems, microservices, APIs
  • Software Engineering - Production systems, scalable applications, automation

Location: Bengaluru, India | Open to Remote & Relocation


πŸ“« Get In Touch


"Building AI systems that solve real problems, one agent at a time" πŸ€–

Profile Views

⭐ Star my repositories if you find them interesting!

Pinned Loading

  1. doom-wasm-pwa doom-wasm-pwa Public

    Forked from cloudflare/doom-wasm

    Chocolate Doom WebAssembly port with WebSockets support PWA

    C 5

  2. PicoWiFiDucky PicoWiFiDucky Public

    PicoWiFiDucky is an open-source project inspired by the 'pico-ducky' project on GitHub

    HTML

  3. GTA_SA_Save_Game_EditorPy GTA_SA_Save_Game_EditorPy Public

    GTA San Andreas: Save Game Editor in Python and PyScript

    Python 4 2

  4. Fortinet-automatic-login Fortinet-automatic-login Public

    Forked from guptarohit/Fortinet-automatic-login

    Fortinet automatic login script in python.

    Python

  5. proshop_django proshop_django Public

    Forked from dennisivy/proshop_django

    PropShop Ecommerce Website With Django + React with Docker

    JavaScript 1

  6. Covid-19_website Covid-19_website Public

    A basic website for Covid-19 and people can access the free API

    HTML 3 2