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git status: The answer to life, the universe, and everything is 30
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git status: The answer to life, the universe, and everything is 30

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Saikrishna Reddy

Building scalable systems and AI solutions that matter πŸš€

About Me πŸ‘¨β€πŸ’»

Senior Full-Stack Engineer specializing in scalable applications and AI solutions. I focus on building robust distributed systems and integrating cutting-edge AI technologies into production applications.

Projects

  1. Fossick-cli

🏺 FOSSICK β€” Codebase Archaeology (One of my side quests)

Understand why code exists β€” not just what it does.

FOSSICK-CLI

fossick analyzes git history, PRs, and commit context to answer:

β€œWhy is this code written like this?”

It generates sourced narratives explaining how and why the code evolved β€” helping devs onboard faster and untangle legacy systems.

🚧 Website launching soon
πŸ”“ Open-sourcing after first stable release

πŸŽ₯ Curious how this works in practice?
I’m happy to walk through a live demo and discuss the architecture.

Tech Used:
Python Β· Typer Β· ChromaDB Β· RAG Β· LLMs Β· MCP Β· LangChain Β· LangSmith

πŸ’¬ Want to talk about it? Reach out via LinkedIn.


  1. Log-Narrator An AI agent that transforms raw application/server logs into human-readable narrative timelines. Built with Strands Agents SDK, deployed to Amazon Bedrock AgentCore.

Tech Stack πŸ› οΈ

AI & Machine Learning

OpenAI LangChain LLMs AI Agents ...

Frontend

React Next.js TypeScript

Backend & Infrastructure

FastAPI Node.js Celery Docker Kubernetes ...

AWS Services

AWS EC2 ECS Lambda S3 IAM CodeDeploy PostgreSQL Redis RabbitMQ ...

Web3

Ethereum Polygon NEAR Solidity

Expertise 🎯

  • AI Integration

    • LLM Implementation & Fine-tuning
    • AI Agent Development
    • Custom LangChain Solutions
    • OpenAI API Integration
  • Cloud & DevOps

    • AWS Infrastructure Management
    • Containerization & Orchestration
    • CI/CD Implementation
    • Serverless Architecture
  • Development

    • Full-Stack Applications
    • Web3 Solutions
    • API Design
    • Cloud Infrastructure

Current Focus 🌱

  • Advanced LLM Applications
  • AI Agent Architectures
  • Distributed Systems at Scale

Let's Connect 🀝

I'm always interested in discussing:

  • AI/ML Integration Strategies
  • System Architecture
  • Open Source Collaboration

πŸ’Ό LinkedIn β€’

Pinned Loading

  1. Awesome-web3-Security Awesome-web3-Security Public

    Forked from Anugrahsr/Awesome-web3-Security

    A curated list of web3Security materials and resources For Pentesters and Bug Hunters.

  2. Blockchain-Attack-vectors Blockchain-Attack-vectors Public

    Forked from Quillhash/Blockchain-Attack-vectors

    This Repository contains list of Common Blockchain threats and Attack Vectors. If you find any attack vectors missing, you call create a pull request and be a contributor of the project.

  3. javascript-algorithms javascript-algorithms Public

    Forked from gopinav/javascript-algorithms

    Algorithms and data structures implemented in JavaScript with explanations and links to further readings

    JavaScript 2

  4. presentations presentations Public

    Forked from alex996/presentations

    Notes for some of my tech videos

  5. Scalable-Software-Architecture Scalable-Software-Architecture Public

    Forked from Developer-Y/Scalable-Software-Architecture

    Collection of tech talks, papers and web links on Distributed Systems, Scalability and System Design.

  6. nodebestpractices nodebestpractices Public

    Forked from goldbergyoni/nodebestpractices

    βœ… The Node.js best practices list (November 2022)

    JavaScript