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https://huggingface.co/spaces/abhi7208/Aria_Bot/resolve/main/data/sample_knowledge_base/projects.md
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3.35 kB
| # Projects | |
| ## 1. NeuraChat AI Chatbot (2024) | |
| **Tech:** Python, LangChain, LLMs, Streamlit, OpenRouter | |
| **GitHub:** github.com/Codeabhi096 | |
| - Built a context-aware conversational AI chatbot using LLMs with multi-language support, prompt optimization, and session memory | |
| - Achieved 40% improvement in response relevance through advanced prompt engineering | |
| - Integrated OpenRouter for LLM API routing across 5+ model providers | |
| - Reduced API latency by 35% and enabled seamless switching between OpenAI and open-source LLMs | |
| --- | |
| ## 2. Disease Prediction App (2024) | |
| **Tech:** Python, Machine Learning, Deep Learning, CSS, Streamlit | |
| **GitHub:** github.com/Codeabhi096/DiseasePredictionApp | |
| **Stars:** 5 ⭐ | |
| - Built a machine learning-powered web application for early detection of Diabetes and Skin Diseases | |
| - Leveraged deep learning and classification algorithms for accurate predictions | |
| - Users can input medical data to get instant health risk assessment | |
| - Designed clean UI for easy use by non-technical users | |
| --- | |
| ## 3. AI Voice & Gesture Control System (2024) | |
| **Tech:** Python, OpenCV, Deep Learning, NLP | |
| - Developed a real-time Human-Computer Interaction (HCI) system combining computer vision and NLP | |
| - Achieved 92% gesture recognition accuracy with under 100ms inference latency on live webcam input | |
| - Combined voice commands and hand gestures for seamless system control | |
| --- | |
| ## 4. AI-Based Smart Examination System (2024) | |
| **Tech:** Python, OpenCV, YOLO, Flask, NLP | |
| - Designed an intelligent proctoring platform using YOLO object detection and NLP | |
| - Detected 95%+ misconduct cases accurately in real-time | |
| - Built multi-feed monitoring system with automated analytics reporting | |
| - Helps institutions conduct fair online examinations | |
| --- | |
| ## 5. Diabetes Prediction Web App | |
| **Tech:** Python, Streamlit, Machine Learning, Jupyter Notebook | |
| **GitHub:** github.com/Codeabhi096/Diabetes_pridiction_webapp | |
| **Stars:** 4 ⭐ | |
| - ML web app that predicts likelihood of diabetes based on health parameters | |
| - Users input medical data like glucose levels, BMI, age for instant prediction | |
| - Built with Streamlit for clean, interactive UI | |
| --- | |
| ## 6. California Housing Price Prediction | |
| **Tech:** Python, XGBoost, Streamlit, Jupyter Notebook | |
| **GitHub:** github.com/Codeabhi096/California-Housing-Price-Prediction | |
| **Stars:** 4 ⭐ | |
| - Predicts California housing prices using XGBoost Regressor | |
| - Trained on California Housing dataset with high accuracy | |
| - Deployed as interactive Streamlit web application | |
| --- | |
| ## 7. Algo Trading System | |
| **Tech:** Python | |
| **GitHub:** github.com/Codeabhi096/Algo-Trading-System- | |
| **Stars:** 4 ⭐ | |
| - Python-based mini algorithmic trading system | |
| - Fetches daily stock data for multiple NIFTY 50 stocks | |
| - Applies RSI + Moving Average crossover trading strategy | |
| - Logs trade signals and performance automatically | |
| --- | |
| ## 8. Customer Churn Prediction | |
| **Tech:** Python, Jupyter Notebook, Machine Learning | |
| **GitHub:** github.com/Codeabhi096/customer-churn-prediction | |
| **Stars:** 4 ⭐ | |
| - Predicts customer churn for businesses using classification algorithms | |
| - EDA-driven feature engineering for improved model performance | |
| --- | |
| ## 9. AI Brainstorm Tool | |
| **Tech:** Python | |
| **GitHub:** github.com/Codeabhi096/ai_brain_storm | |
| **Stars:** 4 ⭐ | |
| - AI-powered brainstorming assistant | |
| - Helps generate ideas and creative solutions using LLMs | |