
AGMIS
Academic Guidance & Monitoring Intelligence System
An intelligent academic data platform engineered with FastAPI, PostgreSQL, and scikit-learn to score student performance risk and deliver automated guidance.
Flagship products lead the list, followed by supporting projects across data science, machine learning, and automation. Every card opens a detailed view where available.

Academic Guidance & Monitoring Intelligence System
An intelligent academic data platform engineered with FastAPI, PostgreSQL, and scikit-learn to score student performance risk and deliver automated guidance.

AI Voice Agent for Real Estate Lead Qualification
Autonomous voice agent automating inbound customer inquiries, property consultations, and lead qualification 24/7 with zero support latency.

AI-Powered Multi-Document Analysis & Synthesis Engine
Multi-document intelligence tool powered by Groq LLMs (Llama 3.3 70B) that ingests PDFs, DOCX, and TXT files to synthesize domain-specific reports and insights.

n8n Autonomous AI Restaurant Support & Order Agent
Autonomous AI agent workflow built in n8n leveraging Mistral Cloud LLM, Simple Memory session buffer, and live Google Sheets integrations for 24/7 menu lookups, inventory verification, and automated order booking.

Grand Line Message Bounty Detector — NLP Classifier
Binary text classification pipeline coupling TF-IDF vectorization with Multinomial Naive Bayes to classify spam messages with 100% precision on test data.
Ultra-Fast Natural Voice Retrieval-Augmented Generation Engine
Offline RAG system combining vector document search (Phi-3:mini via Ollama) with natural human speech synthesis, delivering grounded audio answers in under 4 seconds.
AI Codebase Explainer & Audio Narration Generator
Offline CLI tool that parses source code across 15+ languages, generating structured, accessible breakdowns and human voice MP3 audio narrations.
Offline Automated Docstring & Inline Comment Generator
Automated CLI documentation tool leveraging local Qwen2.5-Coder LLM via Ollama to generate production-grade docstrings and inline comments across 6 programming languages.
1.4M Dataset Multilingual Sentiment Classifier
Natural language processing pipeline trained on ~1.4 million English and Turkish text samples to classify customer reviews and feedback sentiment.
Automated AI Model & Data Leakage Auditing Framework
Automated testing framework evaluating machine learning models for data leakage, accuracy metrics validation, and structural specification compliance.
Personalized Python Learning Platform with NLP Persona Classification
Adaptive educational platform utilizing NLP classification to identify learner personas and generate personalized Python coding curricula.
Automated EXIF & Facial Recognition Media Sorting Toolkit
Python automation utility that parses Snapchat download archives, extracts EXIF creation timestamps, and categorizes photos using facial recognition.