MiniGPT-M4
A compact language-model study exposing Transformer internals through a custom BPE tokenizer, PyTorch components and local Apple Silicon training experiments.
SOFTWARE · ARTIFICIAL INTELLIGENCE · RESEARCH
Muhammet Fatih
Çetintaş
Software & AI Solutions Specialist
I develop software with Python and C#/.NET. My work covers document processing, machine learning and enterprise systems integration, including preparing research data for analysis.
MFÇ / PERSONAL PORTFOLIO2026
Python / .NETApplied AISystems integration
Work on backend applications, research software and enterprise workflows.
TECHNOLOGIES USED IN MY PROJECTSPython✳PyTorch✳FastAPI✳Swift✳SQL✳TypeScript
01 / SELECTED WORK
Selected projects
Behind every project is a different problem, engineering decision and learning process.
All projectsFinansım
Private local-first finance application combining double-entry accounting, reviewable document imports, payment planning and encrypted backup support.
TenderAI
A Streamlit prototype combining Turkish tender PDF extraction, AI-assisted risk review, retrieval-based questions, comparison and reporting components.
MacPilot
A local-network prototype turning an iPhone into a Mac trackpad, keyboard and system-control interface through a shared Swift protocol and WSS.
OSINT Framework
A modular prototype organizing authorized open-source investigations through plugin scans, persistent jobs, an API, live progress and optional worker processes.
Tanita Report Extractor
Private document-processing prototype exploring local PDF-to-table extraction through batch processing and a desktop interface, with explicit privacy boundaries.
02 / AREAS OF FOCUS
Technical expertise
Methods and tools I use across backend development, applied AI and systems integration.
01
Software & Systems
From backend services to desktop tools: data integrity, clear boundaries and real workflows.
Python · FastAPI · .NET · Swift
02
Applied Artificial Intelligence
Transformer architectures, retrieval, machine learning and experiments that turn data into insight.
PyTorch · MLX · RAG · scikit-learn
03
Research & Integration
Healthcare research tools, enterprise process analysis and connections between systems.
Data processing · APIs · Automation
03 / EXPERIENCE & APPROACH
Professional experience
Working with enterprise IT, healthcare systems and autonomous systems has shaped how I build software: understand the requirements, follow the data and validate the outcome.
Experience and education04/2026 — Present
Optimak STU / Logirobotic
Autonomous Systems and Software Applications Specialist
Software applications, enterprise integration and technical validation.
06/2025 — 11/2025
Private Medar Hospital
IT Specialist
Enterprise infrastructure, healthcare information systems and technical troubleshooting.
10/2024 — 06/2025
Independent work
Software and AI development
Report processing, data analytics and research software.
04 / RESEARCH & COMPETITIONS
Research and competitions
Health data and research tools
Tanita report processing, sleep-apnea modeling and EEG/ALS research. Data preparation and experimental software, without clinical diagnostic claims.
Explore researchCompetitions and modeling experiments
ING Datathon, Turkish address resolution and hackathon work. Comparing approaches and learning through a defined problem.
View competition workCONTACT
Contact and collaboration
Let’s talk about software, AI, research and collaboration.