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🎯 About Me

class LakumSaiCharan:
    def __init__(self):
        self.name = "Lakum Sai Charan"
        self.role = "Aspiring ML Engineer"
        self.education = "BTech in Computer Software Engineering"
        self.university = "CMR University (Graduated June 2025)"
        self.location = "Hyderabad, Telangana, India"
        self.pronouns = "he/him"
        
    def current_focus(self):
        return [
            "📚 100 Days of Code Challenge - Python Fundamentals",
            "🤖 Building AI Agents with Production-Grade Architecture",
            "📊 Data Analysis & Machine Learning Projects",
            "🔍 Learning LangGraph & Gemini API",
            "💼 Open to ML Engineer & Data Analyst Opportunities"
        ]
    
    def skills(self):
        return {
            "languages": ["Python", "SQL"],
            "ml_ai": ["Machine Learning", "NLP", "Computer Vision", "AI Agents"],
            "data_tools": ["Power BI", "Pandas", "NumPy"],
            "databases": ["MS SQL Server", "MySQL"],
            "frameworks": ["TensorFlow", "Scikit-learn", "Turtle Graphics"],
            "interests": ["AI Engineering", "Data Analytics", "Deep Learning"]
        }

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🚀 Currently Working On

💯 100 Days of Code - Python Journey

Consistent daily learning and building

• 🐢 Exploring Turtle Graphics & GUI Development
• 🎮 Building interactive games and projects
• 📝 Documenting learning journey on LinkedIn & X

Following my daily progress on LinkedIn & X

Recent Projects:

• ✅ Hirst Painting Generator with Color Extraction
• ✅ Quiz Game using OOP Principles
• ✅ Coffee Making Machine Simulator
• ✅ Hangman Game
• ✅ Rock, Paper, Scissors Game

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🎓 Recent Learning Highlights

🎉 GDG DevFest 2025 Bangalore

Transformative experience learning about:

• AI Reliability Evolution: Naive RAG → ReAct Agents → Graph Control Flow
• Gemini's Multimodal Capabilities: Vision, audio, and text processing
• AI Security: Prompt injection, data poisoning, Google Cloud Model Armor
• Production AI Stack: Google Antigravity, Genkit, Cloud Run, Kubernetes

"Finding my path in AI Engineering - building reliable, autonomous systems"

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📊 Featured Projects

🤖 Blog Writer Agent AI-powered content generation using ADK framework	📊 Data Analytics Chatbot Interactive chatbot for data analysis queries
📈 Simple Linear Regression ML fundamentals implementation	💰 Personal Financial Health Financial analysis and optimization tool

📁 More Projects

• 🎨 Sentiment Analysis with NLP - Natural language processing
• 🖼️ Image Classification Model - Computer vision with deep learning
• 🌳 Decision Tree Implementation - ML algorithm from scratch
• 💡 Recommendation System - Collaborative filtering
• 📧 Job Alert Email Automation - Python automation
• 📊 Sales Performance Analysis - SQL analytics
• 🏪 TrendMart Sales Analysis - Business intelligence

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🛠️ Tech Stack

Languages & Core

Data Science & ML

Analytics & BI

Databases

Tools & Platforms

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📈 GitHub Stats

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🏆 GitHub Trophies

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📝 Latest Blog Posts

• My GDG DevFest 2025 Experience: Finding My Path in AI Engineering
• Day 19 of #100DaysOfCode: Turtle Module & GUI Development
• Day 18: Exploring Tuples and Turtle Graphics in Python
• Day 17: Building a Quiz Game with Object-Oriented Programming

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🎯 2026 Goals

• ✅ Complete 100 Days of Code Challenge
• 🎯 Master AI Agent Architectures (LangGraph, Graph Control Flow)
• 🎯 Build 5 Production-Grade AI Projects
• 🎯 Contribute to Open Source ML Projects
• 🎯 Land ML Engineer / Data Analyst Role
• 🎯 Achieve 500+ Followers on LinkedIn
• 🎯 Write 10+ Technical Blog Posts

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📫 Connect With Me

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💭 Random Dev Quote

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🎯 "Turning data into insights | Building reliable AI systems | Learning in public"

Open to opportunities in Machine Learning Engineering & Data Analytics!

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