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YVandana/README.md

✨ About Me:

AI/ML Engineer & Data Solutions Specialist | MSc Artificial Intelligence @ Queen Mary
Passionate about building production-ready ML systems with measurable impact. Proven expertise in:

  • πŸš€ End-to-end ML deployment (FastAPI, Docker, MLflow)
  • πŸ€– LLM optimization & prompt engineering (50+ weekly structures @ Outlier)
  • πŸ“Š Real-time analytics dashboards (30% latency reduction in Air Quality Dashboard)
  • πŸ” Data-driven decision making (92% accuracy demand forecasting @ Cognizant)

Currently researching: Computer Vision architectures & efficient LLM deployment strategies
Portfolio: yvandana.github.io/Portfolio/

πŸ—ƒοΈ Key Projects

Project Tech Stack Impact
Real-time Air Quality Dashboard DuckDB, Plotly, FastAPI 30% faster response via caching
Amazon Review Sentiment Analysis PyTorch, Transformers, RoBERTa 92% accuracy, 15% F1 improvement
[Gala Groceries Demand Forecast] Python, Scikit-learn Enabled data-driven inventory decisions

πŸ’Ό Impactful Experience

Outlier - Data Scientist (Prompt Engineering)
βœ… Optimized 50+ LLM prompt structures weekly
βœ… Pioneered evaluation framework boosting consistency by 30%

Cognizant - AI Engineer Intern
βœ… Built demand forecasting module (92% accuracy)
βœ… Automated EDA reducing analysis time by 40%

BASE Foundation - Impact Dashboard (Volunteer)
βœ… Developed SQL-backed Looker Studio dashboards
βœ… Refined KPIs for cold chain impact visualization

βš™οΈ Tech Stack

Core ML

Python PyTorch TensorFlow JAX OpenCV Scikit-learn Hugging Face LangChain

Data Engineering

SQL Postgres DuckDB Pandas Apache Airflow Microsoft SQL Server MongoDB MySQL

Deployment & Cloud

Docker AWS FastAPI Flask Git GitLab CI Jenkins

Analytics & BI

Power Bi Tableau Looker Studio ETL R

Miscellaneous

OpenAPI PyPI Scipy Plotly NumPy Matplotlib C C++ C# Java CMake PowerShell GithubPages HTML5 JavaScript YAML XML LaTeX Markdown Perl PHP PowerShell Shell Script TypeScript Raspberry Pi Arduino Adobe Lightroom Classic Adobe Photoshop Adobe Illustrator

πŸ“Š GitHub Stats:


yvandana's Stats

yvandana's Streak

yvandana's Top Languages

πŸ† GitHub Trophies

✍️ Random Dev Quote

🌐 Connect

LinkedIn

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  1. Live-Dashboard-for-Air-Quality-Data Live-Dashboard-for-Air-Quality-Data Public

    Live Dashboard for Open AQ's Air Quality Data

    Jupyter Notebook 1

  2. NN-with-JAX NN-with-JAX Public

    JAX Neural Network with Metrics and Visualization

    Python

  3. Chatbot Chatbot Public

    Created a simple chatbot using of LangChain & Hugging Face

    Jupyter Notebook

  4. Customer-Analysis-And-Segmentation-of-an-Online-Retail-Gift-Store Customer-Analysis-And-Segmentation-of-an-Online-Retail-Gift-Store Public

    Analysing and Segmenting Customers of an UK Based Online Giftware Store Using Feature Engineering, K Means Clustering and Visualisation

    Jupyter Notebook

  5. End-To-End-Analysis-of-a-Bike-Rental-Company End-To-End-Analysis-of-a-Bike-Rental-Company Public

    End-to-End Analysis from Database to Dashboard Analysis of Data from a Bike Rental

  6. Sentiment-Analysis-on-Amazon-Reviews Sentiment-Analysis-on-Amazon-Reviews Public

    Performing Sentiment Analysis on Amazon Reviews using VADER & Roberta via Hugging Face

    Jupyter Notebook