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soumyaR5/README.md

👩‍💻 Soumya Ramchandran

Aspiring Data Analyst | AI/ML Enthusiast | Python & SQL Learner

🚀 About Me

MCA candidate at VIT Chennai with hands-on experience in LLM systems, RAG pipelines, and deep learning. I enjoy building real-world AI and data-driven applications using Python, FastAPI, and modern ML frameworks.

🛠️ Skills & Tools

  • Programming: Python, Java (Spring Boot), React, Angular
  • Core Concepts: OOP, Data Structures & Algorithms
  • Data & ML: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, CNN
  • Databases: PostgreSQL, MySQL, MongoDB, SQL (Joins, Aggregations)
  • Tools: Streamlit, Power BI, Excel, Ollama, GitHub, VS Code

📂 Projects

  • 🔹 Self-Pruning Neural Network
  • 🔹 Black Friday Sales Analysis & Prediction
  • 🔹 SQL Tutor & Query Debugger
  • 🔹 Resume Analyzer
  • 🔹 ATS Score (Deep Learning vs Machine Learning)

🎓 Education

  • MCA – VIT Chennai (2025–2027) | CGPA: 8.69
  • BCA – MITWPU Pune (2022–2025) | CGPA: 8.46

📫 Contact Me

📊 GitHub Stats

GitHub stats

Popular repositories Loading

  1. black-friday-sales-analysis black-friday-sales-analysis Public

    Black Friday Sales Analysis & Prediction + Power BI Dashboard

    Jupyter Notebook

  2. Resume-Analyzer- Resume-Analyzer- Public

    AI-powered resume analyzer that evaluates resumes against job descriptions using NLP and LLMs, providing ATS score, skill gap analysis, and personalized improvement suggestions.

    Python

  3. ats-dl-vs-ml-score ats-dl-vs-ml-score Public

    Implementation of NLP-based ATS score generation using ML and DL models, including score comparison and evaluation metrics.

    Python

  4. sql-tutor-and-query-debugger sql-tutor-and-query-debugger Public

    This project is an AI-powered SQL assistant that helps users debug SQL queries, understand errors, and learn SQL concepts interactively using Python

    Python

  5. ai-sql-tutor-using-java ai-sql-tutor-using-java Public

    An intelligent web-based SQL learning platform built with Java and Spring Boot that helps users practice SQL queries, get AI-powered explanations, and track query history.

    Java

  6. self-pruning-neural-network self-pruning-neural-network Public

    This project implements a neural network that learns to prune its own connections during training using a gating mechanism and L1 regularization. The goal is to explore how sparsity can be introduc…

    Python