🎓 Computer Science and Engineering graduate with a strong foundation in software development, web technologies, databases, machine learning, and cloud computing.
💻 I enjoy transforming ideas into practical, reliable, and user-focused applications while continuously expanding my full-stack and cloud knowledge.
🧠 My interests include Software Development, Machine Learning, Explainable AI, Cloud Computing, Data Engineering, and Full-Stack Development.
☁️ Currently strengthening my hands-on skills with AWS, Azure, Linux, Docker, databases, and modern web technologies.
"Learn → Build → Break → Fix → Improve → Repeat."
Technologies:
JDBC REST APIs PreparedStatement MySQL PostgreSQL Django REST Framework
Pandas • NumPy • Scikit-learn • Matplotlib • Seaborn • SHAP • LIME
AWS • Microsoft Azure • Docker • Linux • Git • GitHub • CI/CD
React • HTML5 • CSS3 • Modern Web Development
Explainable AI Crop Recommendation System
An interpretable machine learning system designed to recommend suitable crops using soil nutrients and historical yield information.
- 🌾 Crop recommendation using machine learning
- 📊 Data preprocessing and model evaluation
- 🎯 99.73% benchmark classification accuracy
- 🔍 Model explainability using SHAP & LIME
- 🧠 Focus on interpretable and responsible AI
Tech: Python Pandas NumPy Scikit-learn SHAP LIME
Java + MySQL Banking Application
A secure console-based banking application developed using Java, MySQL, and JDBC.
- 🔐 User authentication
- 💰 Deposit functionality
- 💸 Withdrawal functionality
- 💳 Balance validation
- 🗄️ MySQL database integration
- 🛡️ PreparedStatement-based database queries
Tech: Java MySQL JDBC PreparedStatement
A cloud-focused project involving Microsoft Azure infrastructure, resource groups, storage, and responsible AI evaluation workflows.
- ☁️ Azure cloud infrastructure
- 📦 Resource group management
- 💾 Cloud storage
- 🤖 AI solution integration
- 🧠 Responsible AI evaluation
Tech: Microsoft Azure Cloud Computing AI
Enterprise-Grade Full-Stack Financial Platform
A full-stack financial platform built with a modern architecture for managing financial data and budgeting workflows.
- ⚛️ React 19 frontend
- 🐍 Django REST Framework backend
- 🐘 PostgreSQL database
- 🔢 IEEE-754 float-safe fixed-point ledger calculations
- 📊 Dynamic SQL-level budget utilization
- 🧾 Client-side OCR receipt parsing using Tesseract.js
- 🔄 Automated recurring billing
- 🔐 JWT-based multi-tenant data isolation
Tech: React 19 Django REST Framework PostgreSQL JWT Tesseract.js
☁️ CLOUD JOURNEY
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AWS ☁️ Azure ☁️
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EC2 S3 IAM Compute Storage AI
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🚀 BUILD
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📈 LEARN
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🔧 DEPLOY
| Area | Skills |
|---|---|
| 💻 Programming | Java, Python, C++, SQL |
| 🌐 Web | HTML, CSS, React |
| 🔙 Backend | Django REST, JDBC, REST APIs |
| 🗄️ Databases | MySQL, PostgreSQL |
| 🤖 AI / ML | Scikit-learn, SHAP, LIME |
| 📊 Data | Pandas, NumPy, Matplotlib, Seaborn |
| ☁️ Cloud | AWS, Microsoft Azure |
| 🐳 DevOps | Docker, Linux, Git, GitHub, CI/CD |
| 🔐 Security | Authentication, JWT, PreparedStatement |
| 🛠️ Tools | VS Code, Eclipse, Jupyter, MySQL Workbench |
🏅 Microsoft Certified: Azure Fundamentals — AZ-900
☁️ Oracle Cloud Infrastructure 2025 Foundations Associate
📋 Google Project Management Certificate
🎯 99.73% benchmark classification accuracy achieved with the Explainable AI Crop Recommendation project.
💡 Data Science Internship experience at Techvolt Software Pvt. Ltd., Coimbatore.
July 2024 | Coimbatore
During my internship, I worked with:
- 🐍 Python programming
- 🐼 Pandas & NumPy
- 🧹 Data cleaning and preprocessing
- 🔎 Exploratory Data Analysis
- 📊 Matplotlib & Seaborn
- 🤖 Machine learning model evaluation
- 👥 Collaborative development workflows
☁️ AWS Cloud & Infrastructure
🔐 IAM & Cloud Security
🗄️ SQL & Database Engineering
🐧 Linux & Server Administration
🐳 Docker & DevOps
⚛️ React & Full-Stack Development
🤖 Machine Learning & Explainable AI
🌐 REST API Development
