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arijitroy003/README.md

Hey there! I'm Arijit Kumar Roy 👋

Typing SVG

Profile Views GitHub Followers GitHub Stars

🚀 About Me

class ArijitRoy:
    def __init__(self):
        self.name = "Arijit Kumar Roy"
        self.role = "Senior Software Engineer"
        self.company = "Red Hat"
        self.location = "Bangalore, India"
        self.experience = "7+ years"
        self.bio = "That Data guy who's good with Numbers"
        
    def current_focus(self):
        return [
            "Building self-service Data Platform Frameworks",
            "AI/ML Engineering & LLM Applications", 
            "Open Source Contributions",
            "Kubernetes & Cloud-Native Solutions"
        ]
    
    def specializes_in(self):
        return {
            "data_engineering": ["Snowflake", "dbt", "Spark", "Databricks"],
            "ai_ml": ["LangChain", "OpenAI", "Claude", "Embeddings"],
            "cloud": ["AWS", "Azure", "Kubernetes", "GitOps"], 
            "backend": ["Python", "Golang", "APIs", "Microservices"],
            "databases": ["SQL", "NoSQL", "Delta Lake", "Vector DBs"]
        }

🎯 Current Focus Areas

🤖 AI Engineering

  • Building MCP servers for AI tools
  • LLM application development
  • Agentic framework design
  • AI observability & monitoring

🏗️ Platform Engineering

  • Self-service data platforms
  • GitOps & Infrastructure as Code
  • Kubernetes operators
  • Cloud-native architectures

🌍 Open Source

  • Contributing to data tools
  • MCP protocol implementations
  • AI/ML frameworks
  • Developer productivity tools

🛠️ Tech Arsenal

Core Technologies

Python Databricks Snowflake AWS Azure GCP

Kubernetes Docker

AI/ML & Data

LangChain OpenAI Apache Spark dbt

Programming & Frameworks

Go JavaScript TypeScript Node.js React Angular Django React Native MongoDB DynamoDB Lambda

💼 Professional Journey

🔴 Red Hat (Current)

Senior Software Engineer | Data & AI Platform
Apr 2024 - Present

  • 🏗️ Building self-service Data Platform Framework (future open-source)
  • 🤖 Metadata Completeness for Agentic frameworks & MCP servers
  • 🔧 Tech Stack: GitOps, Snowflake, dbt-Core, AWS, Golang, K8s

🐝 BEEM

Senior Data Engineer | FinTech
Nov 2023 - Mar 2024

  • 💰 AI-First Fintech for US working class (50M+ users)
  • 🧠 LLM-powered Personal Finance Management tools
  • 💸 Secured $16k funding from Databricks with $24k commitments
  • 🔧 Tech Stack: AWS, Python, Databricks, Mixpanel, Metabase, LLMs

🏢 Tata Digital

Senior Software Engineer | E-commerce
Aug 2021 - Oct 2023

  • 🛒 Conversational AI & Big Data for 120M+ users
  • 🤖 Built Generative AI Product Search & Recommendation Engine
  • ⚡ Optimized operations: 75% latency reduction, 80% cost savings
  • 🔧 Tech Stack: Azure OpenAI, Mistral, LangChain, Embeddings, Vector DBs (Chroma/Milvus), Python, Spark, Databricks, Delta Lake, ADLS, Azure DevOps, KQL/SQL

🧪 Gnosis Lab

Founding Engineer | AI Automation
Jun 2019 - May 2021

  • 🤖 Built AI bot for social media marketing automation
  • 🏗️ MEAN Stack developer with 50+ APIs
  • 📚 Learning Management System Platform development
  • 🔧 Tech Stack: Python, AWS, Serverless, Web Scraping, TypeScript, Angular, Lambda, DynamoDB, MongoDB, Docker

📊 GitHub Analytics

🌐 Public Contributions

Public Contribution Graph

🏢 Work & Private Contributions

Red Hat GitLab Contributions Graph

📊 Weekly Development Breakdown

Python       12 hrs 45 mins  ████████████░░░░░░░░░░░░░   48.5%
Go           5 hrs 23 mins   ████████░░░░░░░░░░░░░░░░░   20.4%
SQL          3 hrs 12 mins   ███████░░░░░░░░░░░░░░░░░░   12.2%
YAML         2 hrs 8 mins    ████░░░░░░░░░░░░░░░░░░░░░   8.1%
JavaScript   1 hr 45 mins    ███░░░░░░░░░░░░░░░░░░░░░░   6.7%
Other        1 hr 5 mins     ██░░░░░░░░░░░░░░░░░░░░░░░   4.1%

🌐 Let's Connect!

LinkedIn GitHub Email

💭 Random Dev Quote

Quote

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  1. arijitroy003.github.io arijitroy003.github.io Public

    Personal portfolio website showcasing my work in Data Engineering, AI/ML, and Software Development

    JavaScript

  2. datadiff datadiff Public

    High-performance CLI tool for semantic diffing of tabular data (CSV, Excel, Parquet, JSON) with Git integration

    Rust

  3. linkedin-mcp-server linkedin-mcp-server Public

    LinkedIn automation MCP server wrapping the unofficial linkedin-api

    Python

  4. snap-a-miro snap-a-miro Public

    Convert whiteboard photos into interactive Miro boards using AI vision analysis

    JavaScript

  5. duckdb duckdb Public

    Forked from duckdb/duckdb

    DuckDB is an analytical in-process SQL database management system

    C++

  6. genai-toolbox genai-toolbox Public

    Forked from googleapis/mcp-toolbox

    MCP Toolbox for Databases is an open source MCP server for databases.

    Go