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MystiFoe/README.md

πŸš€ Giritharan Mani | Data Scientist & AI Engineer

Typing SVG


Location Email LinkedIn


🎯 About Me

class DataScientist:
    def __init__(self):
        self.name = "Giritharan Mani"
        self.role = "AI Engineer & Data Analyst"
        self.education = "B.Tech AI & Data Science (CGPA: 8.43/10)"
        self.current_focus = ["RAG Systems", "Business Intelligence", "Process Automation"]
        self.achievements = {
            "ml_models_built": "100+",
            "students_mentored": "300+",
            "process_optimization": "90%",
            "aws_deepracer_rank": "Top 1%"
        }
    
    def current_mission(self):
        return "Building AI solutions that drive real business impact"
    
    def career_highlights(self):
        return [
            "πŸ† AWS DeepRacer Top 1% (500+ participants)",
            "πŸ₯‡ Googleathon 2023 Winner",
            "πŸ‘₯ Led 30-member GDSC technical team",
            "🌏 Global collaborations (UK, US, South Korea)"
        ]

me = DataScientist()
print(me.current_mission())

πŸ› οΈ Tech Arsenal

Data Science & Analytics

Python SQL Pandas NumPy Scikit--learn

AI & Machine Learning

TensorFlow PyTorch OpenAI LangChain

Business Intelligence

Tableau Power BI Excel

Cloud & DevOps

AWS Google Cloud Git


πŸš€ Featured Projects

πŸ€– Customer Support RAG Bot

Advanced RAG system for automated customer support

View Project

Key Metrics:

  • 🎯 92% Response Accuracy
  • πŸ”§ 65% Resolution Rate
  • ⚑ Real-time Analytics

RAG LLMs Python

πŸ“Š AI Lead Generation System

Intelligent automation for sales optimization

Demo

Key Metrics:

  • πŸ“ˆ 85% Lead Quality Improvement
  • ⏱️ 70% Time Reduction
  • 🎯 Automated Scoring

AI LinkedIn ML

πŸ”‹ Battery RUL Prediction

ML-powered predictive maintenance system

Documentation

Key Metrics:

  • 🎯 94% Prediction Accuracy
  • πŸ’° 32% Cost Savings
  • πŸ”§ Predictive Maintenance

ML IoT Analytics

πŸ“ˆ Business Forecast Dashboard

Advanced forecasting with strategic planning

View Code

Key Metrics:

  • πŸ“Š 89% Forecast Accuracy
  • πŸ“ˆ 55% Planning Efficiency
  • οΏ½οΏ½οΏ½ Strategic Analytics

Forecasting BI Visualization


πŸ“Š GitHub Analytics

GitHub Stats GitHub Streak
Top Languages Contribution Graph

πŸ† Achievements & Recognition

πŸ† AWS DeepRacer
Top 1%
Among 500+ participants

πŸ₯‡ Googleathon 2023
Winner
Beat 100+ teams

πŸŽ–οΈ Kamarajar Award
Government Recognition
Tamil Nadu Excellence

πŸ“š Academic Excellence
First Rank
Consistent performer


πŸ’Ό Professional Experience

πŸš€ AI Engineer Intern | Allied Worldwide

February 2025 - Present

  • 🎯 Business Impact: Designed intelligent automation tools streamlining lead generation
  • ⚑ Efficiency: Saved 5+ hours/week through AI-powered LinkedIn outreach system
  • πŸ“Š CRM Enhancement: Improved efficiency by 65% through structured data management

πŸ€– Machine Learning Engineer | Kovan Labs

March 2024 - August 2024

  • πŸ”» 65% reduction in manual support workload
  • 🎯 RAG implementation with Llama models for production optimization
  • πŸ“ˆ ML pipeline optimization for enhanced performance

🌏 Research Intern | Kyungpook National University, South Korea

December 2022 - January 2023

  • πŸ“Š 15% accuracy improvement in ML models through feature engineering
  • πŸ”¬ Global research contribution in AI methodologies
  • πŸ› οΈ Innovation in predictive analytics approaches

🌟 Leadership Impact

πŸ‘₯ GDSC Lead
300+
Students Mentored

πŸŽͺ Events Organized
25+
Technical Workshops

🌍 Global Reach
500+
Participants Impacted

🏒 Community Growth
400+
ArtificGenix Members


🎯 Current Focus

Technical Growth:
  - Advanced RAG System Architecture
  - Multi-modal AI Integration
  - Real-time Analytics Platforms

Business Impact:
  - Enterprise AI Solutions
  - Process Automation at Scale
  - Strategic Data Consulting

Community Contribution:
  - Open Source AI Projects
  - Technical Mentorship Programs
  - Industry Best Practices

πŸ“ˆ Impact Dashboard

Models Built Dashboards Created AI Solutions Process Optimization


πŸ… Certifications

  • βœ… Google Data Analytics Professional
  • βœ… Google Business Intelligence Professional
  • βœ… Python for Data Science (Advanced)
  • βœ… Programming Techniques Certification

🀝 Let's Connect & Collaborate

"Transforming complex data into strategic business decisions through innovative AI solutions"

LinkedIn Email GitHub


πŸ’‘ Open to:

  • Full-time AI/Data Science opportunities
  • Strategic consulting projects
  • Open source collaborations
  • Technical mentorship initiatives

Profile Views

Ready to drive your next breakthrough? Let's build something amazing together! πŸš€

Pinned Loading

  1. battery-rul-prediction battery-rul-prediction Public

    Professional Battery RUL Prediction System with Advanced Machine Learning - Predicting Remaining Useful Life (RUL) and State of Performance (SOP) of lithium-ion batteries using LSTM, Transformer, a…

    Python 16 4

  2. Customer-Support-Automation-using-RAG-Based-Bot Customer-Support-Automation-using-RAG-Based-Bot Public

    Professional AI-powered customer support chatbot using RAG technology. Combines knowledge retrieval with GPT-4 to deliver intelligent, context-aware responses. Built with Python, Streamlit, and Ope…

    Python