Hi, I'm Vinod Hatti! 🎓
👋 Recent "B.E. in Information Science & Engineering" graduate on a focused mission to launch my career in 'AI/ML, GenAI, and Python Engineering'.
This repository documents my intensive 1-month post-graduation learning journey, showcasing my dedication to becoming job-ready for:
- 🤖 AI Engineer
- 📊 AI/ML Engineer
- 🛠️ AI Product Engineer
- ✨ Gen AI Engineer
- 🐍 Python Engineer
- 💻 Python + DSA roles
🟢 OPEN TO WORK | Immediate Joiner | Ready to Relocate
Core Python Mastery & Fundamentals
- ✅ Python fundamentals: variables, data types, operators
- ✅ Control structures: conditionals, loops, exception handling
- ✅ Functions: lambda, decorators, generators, closures
- ✅ OOP concepts: classes, inheritance, polymorphism, encapsulation
- ✅ File I/O, modules, packages, virtual environments
- ✅ Python best practices: PEP 8, type hints, documentation
Interview Preparation & Problem Solving
- 🔢 Arrays, Linked Lists, Stacks, Queues
- 🌳 Trees: Binary Trees, BST, AVL, Heaps
- 📊 Graphs: BFS, DFS, Dijkstra's, topological sort
- 🎯 Sorting & Searching algorithms
- ⚡ Dynamic Programming patterns
- 🔄 Recursion & Backtracking
- 📈 Time & Space complexity analysis (Big O)
- Solved 50+ LeetCode problems across Easy, Medium difficulty
Machine Learning Core Concepts
- 📊 NumPy & Pandas: Data manipulation, analysis, preprocessing
- 📈 Data Visualization: Matplotlib, Seaborn for insights
- 🤖 Scikit-learn: Supervised/Unsupervised Learning, Model evaluation
- 🧠 Statistics for ML: Probability, distributions, hypothesis testing
- 🔍 Feature Engineering: Selection, scaling, encoding
- 📉 Model Optimization: Hyperparameter tuning, regularization
Cutting-Edge AI Technologies
- 🤖 LLM Fundamentals: Transformers, attention mechanisms, embeddings
- 🔗 LangChain: Building LLM applications, chains, agents
- 🦜 RAG Architecture: Retrieval-Augmented Generation
- 🧩 Prompt Engineering: Crafting effective prompts
- 🔌 API Integration: OpenAI, Anthropic, Gemini APIs
- 🔧 Vector Databases: Pinecone, ChromaDB for semantic search
- 🏗️ AI Agents: Building autonomous agents with memory and tools
Built intelligent agent using LangChain with persistent memory, integrated multiple tools (web search, calculator, file operations), implemented RAG for domain-specific knowledge.
- Tech Stack: Python, LangChain, OpenAI API, ChromaDB, FastAPI
End-to-end ML pipeline with data ingestion, training, deployment, REST API serving.
- Tech Stack: Python, Scikit-learn, FastAPI, Docker, MLflow
Automated data extraction, cleaning, analysis workflows with interactive dashboards.
- Tech Stack: Python, Pandas, NumPy, Plotly, Apache Airflow
Document Q&A system using RAG architecture with semantic search.
- Tech Stack: Python, LangChain, OpenAI, Pinecone, Streamlit
Personal DSA progress tracker with problem categorization by patterns.
- Tech Stack: Python, Streamlit, Git
Applied AI/Agent Engineering Project
An intelligent affiliate marketing platform leveraging AI agents and machine learning for automation.
My Technical Contributions:
- 🤖 AI Agent Development for product research and content creation
- 🧠 ML Recommendations engine for personalized suggestions
- 🔍 Data Pipeline for real-time data processing
- 📊 Analytics Engine with predictive models
- 🔌 API Integration with async/await patterns
Tech Stack: Python, LangChain, FastAPI, PostgreSQL, Redis, Pandas, Scikit-learn
- 🐍 Python: Advanced proficiency with modern best practices
- 🤖 AI/ML: Hands-on experience with Scikit-learn, TensorFlow basics
- ✨ GenAI: LangChain, RAG, prompt engineering, AI agents
- 💾 Data: Pandas, NumPy, data preprocessing, ETL pipelines
- 🧩 DSA: Strong problem-solving, algorithm optimization
- 🔧 Tools: Git, Docker, FastAPI, REST APIs, SQL, Vector DBs
- 📚 Rapid learner with proven self-teaching ability
- 🎯 Goal-oriented and deadline-driven
- 🤝 Strong communication and documentation skills
- 💡 Creative problem solver with engineering mindset
- ✅ Fresh perspective with cutting-edge knowledge
- ✅ No notice period - Immediate joiner
- ✅ Open to relocation anywhere
- ✅ Hungry to learn and contribute
- ✅ Long-term commitment to growth
- 📧 Email: [email protected]
- 💼 LinkedIn: linkedin.com/in/vinodhatti
- 🐙 GitHub: github.com/VinodHatti-Elepcode
- 🌐 Portfolio: Coming Soon
- AI Engineer roles building intelligent systems
- AI/ML Engineer positions working on predictive models
- Gen AI Engineer opportunities with LLMs and agents
- Python Engineer roles focusing on backend/data
- AI Product Engineer positions bridging tech and product
- Entry-level to Junior positions with growth potential
- 🔨 Building production-ready AI applications
- 📚 Mastering data structures and algorithms
- 🚀 Contributing to open-source AI projects
- 💼 Networking with AI/ML professionals
- 📈 Optimizing GitHub and professional profiles
#OpenToWork #ImmediateJoiner #AIEngineer #MLEngineer #GenAI #PythonEngineer #LangChain #MachineLearning #DataScience #DSA #FreshGraduate
"Learning in public, building with purpose, ready to contribute." 🚀