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Ferhat Culfaz

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Ferhat Culfaz

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Nov 6, 2018

Transfer Learning using Mobilenet and Keras

In this notebook I shall show you an example of using Mobilenet to classify images of dogs. I will then show you an example when it subtly…

Transfer Learning using Mobilenet and Keras

Ferhat Culfaz

·

2d ago

I Built a Virtual Investment Committee Out of AI Agents — And It Red-Teams My Own Portfolio

How Claude Code turns one LLM into a conductor for a room full of specialist agents and a pile of deterministic quant tools — and why the…

I Built a Virtual Investment Committee Out of AI Agents — And It Red-Teams My Own Portfolio

Ferhat Culfaz

·

Jun 11

Loop-Style Prompts: Map-Reduce for Reasoning — example for understanding market cycle dynamics

From a fluent one-paragraph guess to a 17-framework analytical system that surfaces the evidence it would otherwise drop

Loop-Style Prompts: Map-Reduce for Reasoning — example for understanding market cycle dynamics

Ferhat Culfaz

·

Mar 9

Forecasting Crude Oil Prices with Generalised Additive Models: An End-to-End Python Pipeline

How a curiosity about oil markets turned into a full forecasting system — and why GAMs deserve more attention

Forecasting Crude Oil Prices with Generalised Additive Models: An End-to-End Python Pipeline

Ferhat Culfaz

·

Nov 7, 2025

I Built an AI to Pick My Fantasy Premier League Team (And It’s Better Than My Gut Feeling)

How machine learning and optimization algorithms can give you the edge in FPL

I Built an AI to Pick My Fantasy Premier League Team (And It’s Better Than My Gut Feeling)

Ferhat Culfaz

·

Nov 4, 2025

Building a Production-Grade Portfolio Analytics Engine with Claude: A Technical Deep Dive

From 40 Hours of Boilerplate to 4 Hours of Pure Quantitative Logic

Building a Production-Grade Portfolio Analytics Engine with Claude: A Technical Deep Dive

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DataDrivenInvestor

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Ferhat Culfaz

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Oct 12, 2025

Building a Taleb-Inspired Portfolio Hedge: A Computational Approach to Tail Risk Protection

The question that keeps most sophisticated investors awake at night isn’t about maximizing returns. It’s about surviving the next Black…

Building a Taleb-Inspired Portfolio Hedge: A Computational Approach to Tail Risk Protection

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Data Science Collective

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Ferhat Culfaz

·

Sep 20, 2025

Serving Mistral-7B on Databricks: A Complete Guide from Deployment to Local Usage

How to deploy a 7B parameter language model on GPU infrastructure and call it from your local development environment

Serving Mistral-7B on Databricks: A Complete Guide from Deployment to Local Usage

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DataDrivenInvestor

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Ferhat Culfaz

·

Jun 1, 2025

The Great French Wine Reckoning: A Data-Driven Analysis of 12 Months That Changed Everything

How Bordeaux’s historic price corrections and Burgundy’s supply crisis are reshaping the fine wine investment landscape

The Great French Wine Reckoning: A Data-Driven Analysis of 12 Months That Changed Everything

Ferhat Culfaz

·

Dec 31, 2024

Analyse your Garmin Sleep data using ChatGPT

Purpose

Analyse your Garmin Sleep data using ChatGPT

Ferhat Culfaz

Ferhat Culfaz

Dabbling with machine learning and data science. Feel free to connect on LinkedIn https://www.linkedin.com/in/ferhat-culfaz/

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