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  • https://keremkalyoncu.github.io/maritime-watch
  • Istanbul, Türkiye
  • Instagram krm_kalyoncu

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KeremKalyoncu/README.md


01 / About the builder

I’m Kerem Kalyoncu, a Software Engineer based in İstanbul, Türkiye.

I engineer software where digital systems intersect with the physical world: live telemetry streams, geospatial mapping, automated workflows, and high-clarity interfaces that convert complex operational signals into reliable human decisions.

I prioritize deterministic reliability over fragile tech trends. Every system must solve a tangible problem across its full operational loop:

operational problem
        ↓
accurate telemetry & raw sensor data
        ↓
deterministic logic & safety engine
        ↓
clear, resilient interface
        ↓
measurable, real-world outcome
SYSTEM STATUS COMMUNITY LEADERSHIP ENGINEERING FOCUS PRIMARY SECTOR
BUILDING & SHIPPING GDG ON CAMPUS DOĞUŞ REAL-TIME × GIS × AUTOMATION ISTANBUL, TR


02 / Flagship build — Maritime Watch Türkiye

The Problem It Solves

Standard marine weather reports output raw numbers: 24 knots of wind, 1.8 metres of wave height. To a maritime operator or small craft captain, raw numbers do not answer the operational question:

"Can my vessel safely depart right now, and by what exact time must I return?"

Maritime Watch Türkiye translates multi-source weather forecasts, live AIS telemetry, and official navigational warnings into vessel-specific Go / Caution / No-Go departure and safe return windows across Turkish waters and the Turkish Straits.

Architectural Highlights

🛟 Decision Support Engine

  • Vessel-class safety windows (open fishing boat, yacht, commercial craft)
  • Dynamic wind gust & wave threshold calculations
  • 06:00 daily operational maritime briefings
  • Deterministic go / caution / no-go states

📡 Live Maritime Intelligence

  • Real-time AIS vessel tracking & speed telemetry
  • Closest Point of Approach (CPA) collision risk
  • Sudden speed-drop anomaly detection in heavy traffic
  • Turkish Straits passage monitoring

🆘 Safety & Offline Resilience

  • Telegram emergency assistant bot
  • /neredeyim nearest refuge-port spatial lookup
  • /mayday VHF Channel 16 distress communication templates
  • Offline PWA with cached nautical map layers

🌱 Ultra-Low Power Infrastructure

  • Deterministic rule engine (0 LLM in live safety loop)
  • Automated GitHub Actions data processing pipeline
  • 24/7 Telegram sentinel operating on a recycled device
  • Dedicated Samsung Galaxy Note 4 edge node (~1.2W)

03 / Real-time living developer telemetry & Bosphorus sensor HUD

The HUD card below is updated autonomously via GitHub Actions with live marine conditions from the Turkish Straits and a 5-axis engineering capability radar:

Developer Telemetry and Metrics HUD

04 / Interactive visitor command console (GitHub Issue-Ops)

You can interact directly with the Command Center! Click any command below to dispatch an autonomous operation. A GitHub Action will execute the request in ~15 seconds, log your telemetry response to the live teletype terminal below, and close the session automatically:

Ping Note 4 Edge Node Run Safety Evaluation Transmit Callsign



📟 Real-Time Operator Teletype Log

UTC TIME OPERATOR COMMAND TELEMETRY TELETYPE OUTPUT
2026-09-21 22:30 @KeremKalyoncu PING_NODE4 PONG (28ms) · Note 4 Edge Node [Termux] Online · ~1.18W Nominal
2026-09-21 22:15 @octocat RUN_SAFETY_EVAL EVAL_OK · Turkish Straits Sector: Wind < 16kt · Wave 0.6m · Status: GO (SAFE)
2026-09-21 21:50 @visitor-ops CALLSIGN [STATION-ALPHA] ACKNOWLEDGED · Frequency 156.800 MHz (VHF CH 16) · Welcome to Command Station

05 / Selected work & production repositories

Flagship real-time marine safety & AIS intelligence platform for Turkish waters. Includes deterministic departure windows, low-power edge node, and spatial alerts.

Python Leaflet AIS Geospatial PWA

A robust library management system featuring relational SQLite storage, transactional borrowing workflows, and detailed audit logging.

Python SQLite Data Architecture Logging

Desktop cryptocurrency intelligence application built in Java, streaming live price telemetry and market movements in real time.

Java Real-Time Data Desktop GUI API Integration

In-depth exploratory data analysis and feature engineering on survival patterns, passenger demographics, and correlation matrices.

Jupyter Pandas NumPy Matplotlib Seaborn

An enterprise domain automation tool modeling pump inventory, daily transactions, and fuel-station operational logic.

C# .NET Enterprise Automation Workflows

Interactive frontend showcase focusing on responsive layouts, CSS animations, and vanilla JavaScript state handling.

JavaScript CSS3 UI/UX Interactive Design

End-to-end classification pipeline for customer churn: synthetic data generation, feature engineering, LR / KNN / DT benchmarking, and class-imbalance handling.

Python scikit-learn Classification EDA

Full regression workflow on California Housing: feature engineering, cross-validation, hyperparameter tuning, and model comparison.

Python scikit-learn Regression GridSearch

Inventory and stock tracking application for small-business workflows, built in Python.

Python Inventory Automation

🔒 FonDedektifi (private build)

Financial intelligence platform for TEFAS funds & BIST equities: liquidity risk (DTL), concentration (HHI), toxic fund scoring, and collusion detection.

Python FastAPI DuckDB Financial Forensics


06 / Live contribution theater

🐍 Autonomous Contribution Stream

Harvests repository activity automatically via GitHub Actions:

Animated contribution snake

🌌 3D Isometric Contribution Landscape

Visualizing commitment volume, frequency, and density over time:

3D contribution calendar



GitHub contribution streak

07 / Technology constellation

Core Technologies



Category Technologies & Tools
Core Languages Python · JavaScript · Java · C# · SQL · HTML5 · CSS3
Data & Analysis Pandas · NumPy · Matplotlib · Seaborn · scikit-learn · SQLite · DuckDB
Backend & Finance FastAPI · Pydantic v2 · Financial Data Pipelines · ReportLab
Geospatial & Systems Leaflet.js · AIS Decoding · REST APIs · IoT Edge Computing · PWA
Automation & CI/CD GitHub Actions · Cron Telemetry · Telegram Bot API · Linux / Bash

08 / Engineering principles

┌────────────────────────────────────────────────────────────────────────┐
│  01. BUILD FOR THE PHYSICAL PROBLEM, NOT FOR TRANSIENT TECH HYPE       │
│  02. RAW NUMBERS ARE NOT ENOUGH; ALWAYS DELIVER ACTIONABLE DECISIONS   │
│  03. ZERO LLM IN THE CRITICAL REAL-TIME SAFETY PATH                    │
│  04. RECYCLE HARDWARE & MAXIMIZE EFFICIENCY (1.2W OVER EXPENSIVE CLOUD)│
│  05. SHIP WORKING PROTOTYPES FAST; HARDEN THROUGH EMPIRICAL TESTING    │
└────────────────────────────────────────────────────────────────────────┘

09 / Connect & open channel

Are you building systems with real-time telemetry, maps, automation, or data-driven software?

I am open to software engineering opportunities, high-impact collaborations, and ambitious technical projects.

Pinned Loading

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    ⚓ Deniz Emniyeti, Canlı AIS & Hava Uyarıları | Real-time Marine Safety & Live AIS for Turkish Waters

    Python 8

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    Python 1

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    Benzin istasyonu otomasyonu — C# WinForms: pompa envanteri, günlük işlemler, satış takibi

    C# 1

  4. Envanter-Stok-Takibi Envanter-Stok-Takibi Public

    Python ile geliştirilmiş envanter ve stok takip uygulaması

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    Kullanıcıların kripto para fiyatlarını gerçek zamanlı olarak takip etmelerini sağlayan bir masaüstü uygulamasıdır.

    Java

  6. Sifre_Olusturma_Sitesi_Kerem_Kalyoncu Sifre_Olusturma_Sitesi_Kerem_Kalyoncu Public

    Güçlü rastgele şifre üreten web uygulaması — tek tıkla kopyalama ve şifre gücü kontrolü

    CSS