Your books.
Your business.
In safe hands.
Most small business owners dread their finances. I don’t. After 18 years managing risk, controls, and analytics at JPMorgan, I brought that discipline home — to serve businesses like yours. You don’t just get a bookkeeper. You get someone who dives into your numbers, spots what’s costing you, and helps you fix it.
What I Do:
finances, dread-free
Bookkeeping
• Transaction Review
• Categorization
• Reporting & Data Analysis
• Audit & Tax Prep
• Paper Digitization (local only)
find what’s costing you
Consulting
• Process Mapping
• Process Re-engineering (6S)
• Risk Identification (Ops/Cyber)
• Control Testing
• Private AI & Cloud Deployment
learn skills that pay off
Courses
• Practical Online Workshops
• Private AI Deployment
• AI in the Workplace
• Risk and Control Management
• Process Improvement
Blog
Practical writing on local AI, private cloud, business operations, risk, controls, and the tools that actually move the needle. No slides. No filler. If it resonates, my courses go deeper.
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AI@Home – Phi4 14B Review
Read more: AI@Home – Phi4 14B ReviewConditions & Context Today we are investigating Microsoft’s serious foray into open LLM models, the Phi4 in 14B weight. An interesting iteration. I’m saying interesting, because it’s been known for…
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Ministral 3 8B – Small Model. Big Personality. My favorite.
Read more: Ministral 3 8B – Small Model. Big Personality. My favorite.Model conditions & context Alright, so today we are taking a quick peek at Mistral’s latest open weight model, Ministral 3 in 8B size and with Q4 K M quantization.…
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DeepSeek R1 8B – Lost in Time
Read more: DeepSeek R1 8B – Lost in TimeConditions & context This is a follow-up to my earlier AI@Home DeepSeek R1 8B article. If you haven’t read that one yet, go read it first — this one won’t…
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Ministral 3 14B – Can Now See!
Read more: Ministral 3 14B – Can Now See!Model conditions & context Today we are looking at Mistral’s very fresh model (I think this is from December 2025) Ministral 3 14B in Q4 K M quantization variant in…
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AI@Home – DeepSeek R1 8B Refactoring – This is the end!
Read more: AI@Home – DeepSeek R1 8B Refactoring – This is the end!Conditions & Context One of my readers on Mastodon asked an interesting follow up question to my DeepSeek R1 review: “Can it refactor?”. So, going back to this model, but…
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AI@Home: Qwen 2.5 Coder 14B – Refactoring
Read more: AI@Home: Qwen 2.5 Coder 14B – RefactoringConditions & Context Today we are looking at Qwen2.5 Coder 14B and testing how good it is in refactoring some Python code. Many in the local AI community swear by…
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AI@Home – DeepSeek R1 8B
Read more: AI@Home – DeepSeek R1 8BConditions & context Today we are poking needles into DeepSeek R1 8B AI model, specifically the 0528 update, which is based on Qwen3 8B model. Since I have an 16GB…
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AI@Home – Mistral Nemo 12B
Read more: AI@Home – Mistral Nemo 12BConditions & context Today we’re looking at Mistral Nemo 12B model with 5-bit quantization and if my great experience of their 4B model was any indication, this 3-times-larger model with…
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AI@Home – Gemma 3 12B
Read more: AI@Home – Gemma 3 12BConditions & context Today we are diving into a quick test of Google’s Gemma3, again a QAT quantized model, but this time a 12B. So, let’s hope that those 12…