Projects

Data-driven analytics, ML systems, and automation that solve real problems

Flagship products lead the list, followed by supporting projects across data science, machine learning, and automation. Every card opens a detailed view where available.

Flagship Products

AGMIS preview
Flagship

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.

Data AnalyticsFastAPIPostgreSQLScikit-LearnEdTech
AI Voice Agent preview
Flagship

AI Voice Agent

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 VoiceLLM Prompt EngineeringFastAPIWebhooksVapi.ai
Huntii Analyser preview
Flagship

Huntii Analyser

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.

Groq APILlama 3.3 70BStreamlitPythonNLP
n8n AI Restaurant Agent preview
Flagship

n8n AI Restaurant Agent

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.

n8nAI AgentsMistral AIGoogle Sheets APIWorkflow AutomationWebhooks

Supporting Projects

Spam Message & Email Classifier preview

Spam Message & Email Classifier

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.

NLPScikit-LearnTF-IDFNaive BayesPythonCLI

Natural Voice RAG

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.

RAGOllamaPhi-3:miniVoice AIVector SearchStreamlit

CodeExplainer

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.

DevToolsOllamaTTSPythonASTCLI

AI Code Comments Generator

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.

AutomationOllamaQwen2.5-CoderDevToolsPython

Multilingual Sentiment Analysis Engine

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.

NLPMachine LearningTF-IDFPythonScikit-Learn

AI System Auditor

Automated AI Model & Data Leakage Auditing Framework

Automated testing framework evaluating machine learning models for data leakage, accuracy metrics validation, and structural specification compliance.

AI GovernanceModel AuditingPythonScikit-LearnPyTest

SkillMind AI Engine

Personalized Python Learning Platform with NLP Persona Classification

Adaptive educational platform utilizing NLP classification to identify learner personas and generate personalized Python coding curricula.

EdTechNLPPythonCurriculum Generation

Snapchat Media & Face Organizer

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.

AutomationComputer VisionFace RecognitionPythonEXIF

ArchaeoMind

Historical Artifact & Record Knowledge Extraction Engine

Specialized NLP knowledge extraction pipeline designed for parsing unstructured historical records and archaeological research publications.

ResearchNLPKnowledge ExtractionPython