Live Journey

Building the Future
of Finance with AI

Finance is evolving every single day — I'm mapping every shift so you stay ahead of the curve.

Qualified, experienced finance manager on a mission to master AI and build intelligent systems that elevate businesses to new heights. Documenting and sharing a never-ending journey to perfection — so you can follow along.

Follow the JourneyView Portfolio
Finance AI Architect
Designing intelligent systems that transform how businesses handle money
Continuous Improvement
Messy data compiled into clarity — every single day
More Strategic, Less Transactional
Automating the mundane so finance teams focus on what matters
Day 127
Many streams, one unified process

Every Day, One Step Closer

Follow the daily evolution from traditional finance to AI-augmented workflows. Each entry is a real lesson, tool, or breakthrough.

Day 127·15 Mar 2026
🎬Video

Automating GL Reconciliation with GPT-4: A Finance Manager's Guide

Explored using large language models to match and reconcile general ledger entries, reducing manual review time by 60%.

GPT-4ReconciliationAutomation
Day 126·14 Mar 2026
📊Case Study

Building Predictive Cash Flow Models with Python and scikit-learn

Created a Python-based cash flow forecasting model using historical AP/AR data and seasonal patterns.

PythonForecastingCash Flow
Day 125·13 Mar 2026
📖Article

When AI Gets the Numbers Wrong: Why Human Oversight Still Matters

Today I tested 3 different LLMs on financial calculations. The results were eye-opening — and a reminder that human oversight isn't going anywhere.

AccuracyLLM TestingRisk
Day 98·14 Feb 2026
🔧Tool Review

Python for Finance: Getting Started with Pandas for Financial Data

Started learning Python with a focus on pandas and financial data manipulation. Built my first script to clean and categorise transaction data automatically.

PythonPandasData Cleaning
Day 45·23 Dec 2025
📊Case Study

My First AI-Assisted Month-End Close: 14 Hours Saved

Applied everything learned so far to a real month-end close. Used AI for reconciliation matching, variance analysis, and generating the management commentary. Total time saved: 14 hours.

Month-EndReal WorldTime Savings
Day 1·10 Nov 2025
📖Article

The Beginning: Why I'm Documenting My AI Finance Journey Publicly

Today I made a decision that will change my career forever. After 11 years in finance — from big corporations to AI startups — I'm documenting every single day of my transformation. No filters. No shortcuts.

Day 1CommitmentNew Chapter
Portfolio

Results That Speak

Real-world AI experiments in traditional finance workflows — currently in testing. Follow along as the results come in.

PROCESS AUTOMATION

Automated Month-End Close

Results Coming Soon

Testing AI-powered journal entry automation and variance analysis to drastically cut monthly close time. Early results show AI can match 89% of reconciliation entries automatically — full case study in progress.

PythonGPT-4Power Automate
FINANCIAL PLANNING
📈

Predictive Cash Flow Forecasting

Results Coming Soon

Building a machine learning model using historical AP/AR data to predict weekly cash positions. AI can already identify seasonal patterns that manual analysis misses — currently refining accuracy.

Pythonscikit-learnTableau
DATA PROCESSING
📊

Intelligent Expense Categorisation

Results Coming Soon

Developing an NLP-based system to automatically categorise thousands of transactions from bank feeds. AI shows potential to reduce manual data entry by up to 85% — testing in live environment.

NLPOpenAI APIExcel VBA
REPORTING
📝

Board Report Generator

Results Coming Soon

Creating prompt templates that generate board-ready financial narratives from raw data. AI can already draft variance commentary and management summaries — currently benchmarking quality against manual output.

ClaudePower BIWord API
T
taimur.ai
ACCA11+ YRSAI
About

Accountant Turning
AI Pioneer

I'm Taimur — an ACCA-qualified accountant and finance manager who's been deep in the numbers since 2015. I've worked across big corporations and lean startups building AI software.

Now I'm on a mission: to become a world-class AI-powered finance leader and document every single day of that transformation publicly.

The finance world changed overnight. I'm mapping the way forward.

Documentation

AI Tools for Finance

Every tool I'm testing, learning, and using — rated and reviewed honestly.

🤖

ChatGPT / Claude

Active

Financial analysis, report writing, data interpretation

📊

Microsoft Copilot

Exploring

Excel automation, PowerPoint generation

📈

Tableau AI

Learning

Automated data visualisation & dashboards

🧾

Dext / Hubdoc

Active

AI-powered receipt & invoice processing

💡

Cascade.io

Researching

AI-first financial planning & modelling

🔍

Trullion

Watchlist

AI for audit & lease accounting

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Contact

Let's Build Together

Collaborate, hire, or just talk about AI and finance.

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