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ayushmandas29/README.md

⚡ Ayushman Das

Typing SVG

“Decrypting complex problems, one line of code at a time.” 💻✨


🔥 Technologies & Weapons of Choice







📊 Telemetry & Operations Board






🚀 Classified Projects Archive

🛡️ High-Stakes Fraud Detection Neural Network

Optimized deep neural network architecture via hyperparameter tuning to boost accuracy by 28% and reduce convergence time by 30%. Scaled the model as a Dockerized microservice on GCP via CI/CD, preventing potential annual fraud losses of $2.5M.

📄 Intelligent ATS Resume Optimizer

A web-based ATS optimization engine allowing direct file uploads (PDF, DOCX, PPTX) to extract skills, identify job description gaps, and provide one-click ML-driven improvements.



⚡ Real-Time Native Analytics Engine

Total Commits:
1565		 Merged PRs:
0 / 0		 Stargazers:
18
Longest Streak:
238 days		 Current Streak:
1 days		 Consistency Score:
86.3%

Automatically synced via GitHub Actions


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  1. sentiment-analysis-transformer sentiment-analysis-transformer Public

    Sentiment analysis using a pre-trained Transformer model (DistilBERT) with HuggingFace pipelines. Includes custom dataset, predictions, evaluation metrics, and visualizations.

    Jupyter Notebook 2

  2. Exoplanet-Detection-using-Deep-Learning Exoplanet-Detection-using-Deep-Learning Public

    Detecting Exoplanets using NASA Kepler Light Curves + Deep Learning

    Jupyter Notebook 2

  3. Retail-SQL-Analytics Retail-SQL-Analytics Public

    Retail sales analysis using SQL (schema, realistic dataset, analysis queries)

    2

  4. System-Maintenance-Suite System-Maintenance-Suite Public

    A Bash-based automated system maintenance tool for backups, updates, and log monitoring.

    Shell 2

  5. weather-cli weather-cli Public

    A simple Python CLI Weather App using wttr.in

    Python 2

  6. Telco-Customer-Churn-Analytics-and-Prediction Telco-Customer-Churn-Analytics-and-Prediction Public

    Customer churn prediction and analytics dashboard using Python, Machine Learning & Streamlit.

    Jupyter Notebook 2