class Nirattay:
name = "Nirattay Biswas"
alias = "Nirucoder"
role = ["CS Student", "AI/ML Engineer", "Data Scientist"]
college = "SRMIST, Chennai"
focus = ["Machine Learning", "Explainable AI", "Computer Vision", "Data Analytics"]
current = "Building Swiggy Demand Predictor — real-time forecasting with Prophet & XGBoost"
learning = ["Advanced DSA", "Deep Learning Architectures", "LLM Fine-tuning"]
collab = ["Open-source ML projects", "Hackathon builds", "AI-powered web apps"]
fun_fact = "I turn messy CSV files into production dashboards before my coffee gets cold ☕"
A customized, fine-tuned platform for DSA preparation based on Striver's SDE sheet. Includes an interactive dashboard, progress tracking, and detailed analytics for tracking problem-solving journeys.
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An AI-powered full-stack image classification system. Upload medical documents (prescriptions, lab reports, etc.) to get high-speed, accurate predictions with a modern, responsive UI.
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A real-time data exploration and forecasting playground. Analyzes food delivery trends, restaurant metrics, and ordering patterns using historical data and live scraping.
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An explainable AI dashboard designed to make black-box models transparent. Train models on custom datasets, reveal feature importance, and explain individual predictions using SHAP values.
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An edge AI tactical surveillance system simulation. Integrates hardware IoT sensors with a live command dashboard for real-time threat detection and situational awareness.
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An agricultural tech platform built during E-Summit to empower farmers. Delivers critical agricultural services, weather updates, and farming information through a modern web interface.
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A data science project focusing on analyzing bike-sharing patterns and predicting demand. Uncovers usage trends, peak hours, and seasonal impacts from real-world city datasets.
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A modern, highly interactive personal portfolio built with Next.js, React, and Tailwind CSS. Features dynamic animations, a responsive design, and an interactive project showcase.
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| Domain | Tools & Frameworks | Level |
|---|---|---|
| 📊 Machine Learning | Scikit-learn, XGBoost, LightGBM | ████████░░ Proficient |
| 🔮 Time Series | Prophet, SARIMA, LSTM | ███████░░░ Intermediate |
| 🔍 Explainable AI | SHAP, LIME, Feature Importance | ████████░░ Proficient |
| 👁️ Computer Vision | OpenCV, TensorFlow, CNNs | ███████░░░ Intermediate |
| 📈 Data Analytics | Pandas, NumPy, Matplotlib, Plotly | █████████░ Advanced |
| 🚀 ML Deployment | Streamlit, FastAPI, Vercel | ████████░░ Proficient |
Languages
AI / ML / Data Science
Web & Backend
