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soniya487/README.md

Typing SVG

Coding

👩‍💻 About Me

I'm a Master's student in Computer Science at Lawrence Technological University, specializing in Data Analytics, Machine Learning, and Applied AI systems.

I have hands-on experience across the full data lifecycle — from data collection and preprocessing to model development, analytics, visualization, and insight delivery.

My work focuses on building practical, well-documented systems that support data-driven decision-making.

  • 🔭 Currently contributing to Saayam For All as a Data Engineering volunteer
  • 🌱 Deepening expertise in LLMs, NLP pipelines, and cloud-based ML systems
  • 🎯 Seeking full-time roles in Data Analytics, Data Science, or AI/ML Engineering
  • 📍 Based in Southfield, Michigan — open to relocation
  • ⚡ Fun fact: I find patterns in data the way others find shapes in clouds ☁️

🤝 Volunteer — Data Engineering & Analytics @ Saayam For All

  • 🔧 Developed and validated KPI analytics APIs using Python, SQL, PostgreSQL, and AWS Lambda to support real-time dashboard metrics, request analytics, and backend reporting workflows
  • 🚀 Contributed to production-style data engineering initiatives through GitHub PRs, schema validation, API testing, and agile team collaboration within a cross-functional engineering environment
  • 📊 Focused on SQL-driven insights, applied ML/NLP systems, end-to-end data pipelines, and explainable real-world AI applications

🧰 Tech Stack

💻 Programming & Querying

Python MySQL PostgreSQL Oracle SQL Java

📊 Data & ML Tools

Pandas NumPy Scikit-learn Jupyter Streamlit Power BI Tableau

☁️ Cloud & Platforms

AWS Firebase GitHub

🌐 Web

HTML CSS JavaScript

🧠 ML & NLP

BERT NLP ML

⭐ Featured Projects

🩺 Smart Healthcare Chatbot 📄 SmartSpec 📊 ML Assignments
Hybrid AI system for symptom-based guidance using ML, rule-based logic, and explainable decision flows AI-assisted system for software requirement analysis and structured product specification generation Logistic Regression, KNN, K-Means, Polynomial Regression — clean notebooks & reports
Repo Repo Repo

📊 GitHub Stats

🏆 GitHub Trophies

GitHub Trophies

🐍 Contribution Graph

🎯 Current Focus

Actively seeking full-time roles in:
┌─────────────────────────────────────────────┐
│  📊 Data Analytics   🤖 Data Science         │
│  🧠 AI/ML Engineering                        │
│  📍 Southfield, Michigan — Open to Relocation│
└─────────────────────────────────────────────┘

📫 Let's Connect

LinkedIn Email GitHub


"Turning data into decisions, one model at a time."

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