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Rakshith2605/README.md

Hey there! I'm Rakshith Dharmappa 👋

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🧑‍💻 About Me

name: Rakshith Dharmappalocated_in: Frisco, TXcurrent_role: AI/ML Engineer @ Reliance Jio Infocomeducation: MS Data Science @ Northeastern Universityexpertise:
- Multi-Agent Systems (CrewAI, LangGraph)
- LLM Fine-tuning & Deployment (vLLM, Unsloth)
- MCP-based AI Systems
- Real-time Data Pipelinesbuilding:
- AI-NOC: Intelligent Network Operations
- Production GenAI Platforms
- Enterprise LLM Solutionsfun_fact: "I turn complex telecom problems into elegant AI solutions"


🎓 Education

📘 Northeastern University

MS in Data Science(2023 – 2025)

Deep LearningMLOpsGenAINLPData MiningDBMS

⚡ REVA University

BE in Electrical & Electronics(2018 – 2022)

MicrocontrollersDigital ElectronicsPower Systems


💼 Experience

🔥 AI/ML Engineer @ Reliance Jio InfocomNov 2024 – Present

Building the future of telecom network operations with AI

  • 🤖 Architecting AI-NOC Phase 2 - Multi-agent system for autonomous network operations
  • 🔗 Developing MCP-based AI systems integrated with GNS3 for Cisco network management
  • 🧠 Fine-tuning Qwen2.5-Coder-32B for natural language to SQL on telecom KPI databases
  • 🏗️ Building with CrewAI & LangGraph for complex network automation workflows
  • 📄 Patent-pending innovations in AI-driven network automation
🎓 Graduate Research Assistant @ Northeastern UniversityFeb 2024 – Present
  • 💬 Built an HPC-integrated RAG chatbot reducing support tickets by 40%
  • ⚡ Optimized 2.5M+ SLURM jobs using PySpark
  • 🐳 Automated system operations with Bash & Docker
🚀 Software Engineer II @ ValueLabsMay 2023 – Aug 2023
  • ☁️ Built feature pipelines using Azure & Blob Storage
  • 🐳 Containerized apps with Docker + AKS
  • 🔄 Streamlined CI/CD via GitHub Actions
🔧 Software Engineer I @ ValueLabsFeb 2022 – Apr 2023
  • 🧪 Built test automation for cloud apps using Selenium, TestNG
  • 🔄 Managed CI/CD pipelines for enterprise applications
🧠 Co-Founder @ 4-Tech AI & ML SolutionsMay 2018 – Apr 2023
  • 🎤 Managed large-scale voice data labeling for Apple, Google & Mercedes-Benz
  • 🗣️ Trained regional voice models for Siri
  • 🗺️ Improved Google Maps search precision

🚀 Production Products

ProductUsersDescription
🌐GenBI3,000+Agentic BI platform - Analyze data using natural language & LLMs
🧠PromptBud-Design, test, and deploy custom LLM prompts at scale
🗃️NLMDB-Natural Language to SQL interface for enterprise databases
🔌ABAP Code AssistantPublishedVS Code extension for AI-powered ABAP code generation using Groq

🏆 Featured Projects

🤖 AI-NOC Multi-Agent System

Autonomous telecom network operations

CrewAILangGraphMCPGNS3

Impact: Real-time network fault detection & resolution

🔌 ABAP Code Assistant

VS Code Extension for SAP developers

Groq APIVS CodeABAPCode Generation

Impact: AI-powered ABAP code & debug generation

📊 IRIS - Insurance Risk Forecasting

ML-powered risk prediction engine

XGBoostFeature EngineeringMLflow

Impact: 89-91% prediction accuracy

⛽ OPTIGEN - Generator Optimization

AI-driven diesel generator efficiency

OptimizationTime SeriesAnalytics

Impact: Saved ₹47 Crores annually

📈 Real-time Market Analytics

High-throughput trading data pipeline

KafkaSparkPowerBI

Impact: Processing 1M+ daily trades

🔬 RAG Chatbot for Research

Document assistant with enterprise features

AzureAirflowMLflowLangChain

Impact: 40% reduction in support tickets


🛠️ Tech Stack

🤖 LLMs & Multi-Agent Systems

PythonLangChainLangGraphCrewAIHuggingFacevLLMUnslothMCP

🧠 ML & Deep Learning

TensorFlowPyTorchMLflowWeights & BiasesRAG

🔄 Data Engineering

Apache KafkaApache SparkAirflowDatabricksSnowflakedbt

☁️ Cloud & Infrastructure

AzureGCPAWSDockerKubernetesGitHub Actions

🗃️ Databases

PostgreSQLMongoDBRedisPineconeChromaDB


📊 GitHub Stats


🏅 Achievements & Highlights

🎯 3,000+ users on GenBI platform
💰 ₹47 Crores saved through OPTIGEN
📄 Patent-pending AI network automation
🔌 Published VS Code Extension on Marketplace
🎓 MS Data Science @ Northeastern (May 2025)
🤖 Building AI-NOC at India's largest telecom

🐍 Contribution Snake

github-snake

📬 Let's Build Something Amazing Together!



💡 Open to collaborating on GenAI, Multi-Agent Systems, and LLM projects!

Pinned Loading

  1. GenBi_v3GenBi_v3Public

    Python

  2. NLP_FlaskappNLP_FlaskappPublic

    Python

  3. CNN-based-Road-Sign-RecognitionCNN-based-Road-Sign-RecognitionPublic

    Jupyter Notebook

  4. Real-TimePlateNumberDetectionReal-TimePlateNumberDetectionPublic

    Python

  5. resume_Analyser_AIresume_Analyser_AIPublic

    Python

  6. Santosh2904/AskRCSantosh2904/AskRCPublic

    RAG Chatbot for Research Computing at Northeastern University Boston Campus.

    Python 1 2