Lightning-fast Python library for generating, evaluating, selecting, and optimizing interpretable rules.
A programmatic autonomous LLM agent
Credit Approval System 💳 is a Dockerized 🐳 Django REST API built to evaluate customer loan eligibility using a rule-based 📊 credit scoring algorithm. The system calculates credit scores based on loan history 📁, repayment behavior ✅, debt exposure 📉, and income levels 💰 to determine loan approval 🏦 and corrected interest rates 📈.
A rule-based layout generator that systematically generates, evaluates, and visualises multiple building arrangements on a site using geometric calculations and logical checks.
CodeAlpha Python Programming Internship
Rule-based conversational assistant in Python/Streamlit with a live Wikipedia-lookup fallback for unmatched queries
An hybrid rule based and AI model based email scam and frud detector
Non-Western symbolic reasoning benchmark for LLMs. Multi-step rule-following inference within the Ba Zi (八字) formal system. Frozen lookup tables, Python reference implementation, mechanically verified gold CoT cases.
A fast, lightweight Resume Parser API built with Python and FastAPI. Extracts structured data like name, contact info, education, experience, and skills from raw resume text using regex and heuristics. Returns clean JSON with confidence scores. No ML models, no external APIs.
Read-only Python/Streamlit portfolio research assistant with market-data diagnostics, explainable scoring, alerts, reporting, and portfolio reconciliation.
Rule-based clinical symptom checker mapping patient symptoms to differential diagnoses using formula-weighted scoring for structured management guidance
Bachelor's final project "Development of rule-based virtual curators for smart buildings", Software Engineering, National Research University Higher School of Economics
Rule-based expert system that audits Malaysian employment and tenancy contracts with OCR and explainable findings
A sophisticated Minesweeper implementation in PyQt6 featuring a hybrid AI solver (CNN & Reinforcement Learning). Includes a rule-based hint system, real-time AI gameplay, and performance analytics with a cross-platform GUI.
Final year project where i have explored the concept of Meta Machine Learning by using ml model to fine tune hyper parameters and a rule based algorithm for model selection.
Rule-based phishing URL detector using SSL, domain age, and URL pattern analysis
AI-powered expert system built with Python and SWI-Prolog that recommends rooftop solar installations using rule-based reasoning, live weather data, and ROI analysis.
Python-based Intrusion Detection System (IDS) with rule-based detection, event logging, and real-time security alerts.
Artificial Intelligence Task 1 by decode Labs
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