AI Engineer | Model Deployment | Fine-tuning | Inference
AI Engineer | Model Deployment | Fine-tuning | Inference
⚡ AI Credit Scoring Engine: Fast, Fair, Proven
✅ 99.83% repayment | ⏱️ Approval in 3 min
Empowers millions with no bureau history—work & income scored instantly
How it works:
📊 Analyzes bank statements & credit data
🤖 AI scores: Work Verification & Earning Power
🚦 Combines into a smart Capability Index
Event-driven, API-first:
🧠 GPT-4o-mini, ⚙️ n8n (20+ nodes), 🗄️ Supabase, 🔔 auto Slack/Email/SMS alerts
Instant decisions: unsecured, secured, or manual—with clear reasoning:
Built to scale, ideal for:
- Fintech launches
- Digital lenders
- MFIs
- Alt-data banks
- Agent & BNPL networks
DM if you’re building credit or lending solutions globally.
🚀 Timeline: 1-3 weeks. ROI proven. Ready to scale.
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DomainOS is offering 10 businesses a free build. Pick one task that costs you time, money or sales. Got a task that costs you time, money or sales? We’ll help you fix or automate it using your existing tools, then show you how to run it. Maybe leads go cold, invoices need chasing, customer onboarding gets messy, or your team keeps doing the same work by hand.
DomainOS helps businesses automate their workflows, integrate AI agents, deploy their own open source models and manage it.
As part of our end of the year giving back to the community program. We are offering one free workflow build out to Contra community members.
Free consultation, build and handover. No obligation to buy anything.
Open to the first 10 eligible businesses. Choose the one task that matters most.
Apply here: https://ethercess.com/discovery/free-workflow-build/
We’ll be in touch within 24 hours.
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Your first fine-tune should teach you the whole loop.
I walk through it with Unsloth: data → baseline → training → evaluation → local model → Python.
Including a mistake I made—and why a completed training run doesn't mean you have a better model.
Full tutorial below 👇
https://youtu.be/YxXBojdD1as
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UI/UX & Product Design Partner for SaaS, Fintech, Web Apps
- $10k+
- Earned
- 4x
- Hired
- 5.0
- Rating
- 53
- Followers
UI/UX & Product Design Partner for SaaS, Fintech, Web Apps
Experienced QuickBooks ProAdvisor
Financial Accountant, Bookkeeper, IFRS, Tax Consultant
- 5.0
- Rating
- 25
- Followers
Financial Accountant, Bookkeeper, IFRS, Tax Consultant
Creative business owners: Is your accounting helping you grow, or just helping you meet deadlines?
If you run a design studio, creative agency, or marketing business, you know that growth means more than landing new clients and delivering great work.
It’s also about knowing whether your business is actually making money.
You might have a full client roster, exciting projects, and growing revenue — but do you know which clients are most profitable? Whether your pricing covers your true costs? Or how much you can afford to invest in your next big move?
As an accountant, I believe your numbers should do more than keep you compliant. They should help you make smarter business decisions.
Here’s what good financial management can help you do:
📊 Understand your profitability — Know which services, projects, and clients are generating real returns.
💰 Price your services with confidence — Make sure your rates reflect your costs, time, and business goals.
📈 Manage cash flow — Plan for quieter months, cover operating expenses, and avoid unnecessary financial stress.
🎯 Make better growth decisions — Know when you can hire, invest in marketing, upgrade your tools, or expand your studio.
Because a busy agency isn’t always a profitable one. And more revenue doesn’t automatically mean more money in your pocket.
Your creativity builds the business. Your financial clarity helps you grow it.
If you run a design studio, creative business, or marketing agency and want to move beyond simply keeping your accounts up to date, let’s talk.
I’d love to help you turn your numbers into a tool for growth — not just another deadline to meet.
#CreativeBusiness #MarketingAgency #DesignStudio #AccountingForBusiness #BusinessGrowth #FinancialClarity
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Series 1: Things I Notice as an Accountant
Episode 2: A client's expenses suddenly increase. What do I check first? 👀
Imagine this. 👇
Last month, your business expenses were $5,000.
This month, they’re $8,000.
Your first thought might be: “Business is getting expensive!”
But as an accountant, I don't jump to conclusions. I investigate. 🔍
Here’s what I look at first:
📌 1. Which expense increased?
I compare this month's expenses with the previous month to identify exactly where the increase happened.
📌 2. Is it a one-time expense?
Perhaps you purchased new equipment, paid an annual subscription, or incurred a one-off professional fee.
📌 3. Are there duplicate entries?
Sometimes, the same bill is recorded twice. This can make expenses look higher than they actually are.
📌 4. Are personal expenses mixed with business expenses?
This can happen, especially in small businesses where founders use the same account for both.
📌 5. Is it a timing difference?
Maybe an expense relates to a previous month but was recorded this month. Or several bills were entered together.
📌 6. Has the business actually grown?
More sales, more employees, or more customers can naturally lead to higher expenses.
The goal isn't simply to reduce expenses. It's to understand them.
Because higher expenses aren't always a bad sign.
But unexplained expenses? That's where I start asking questions. 👀
As an accountant, I believe every unusual number deserves a closer look before anyone makes a decision.
Business owners, do you compare your expenses month by month, or do you only check them when your profit starts falling?
I'd love to know. 👇
#ThingsINoticeAsAnAccountant #Bookkeeping #SmallBusiness #AccountingTips #FinancialManagement
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Series 1: Things I Notice as an Accountant
🧾Episode 1: Bank Balance ≠ Accounting Software Balance? What do I check first?
One of the first things I check when reviewing a clients books is whether the bank balance matches the accounting software.
And when it doesn't? I don't start by changing numbers. 👀
I start by investigating.
Here's my checklist:
🔹 1. Check the statement closing date.
Are you comparing the bank balance and accounting software balance for the exact same date?
🔹 2. Look for missing transactions.
Sometimes, bank fees, customer payments, or supplier payments haven't been recorded in the books.
🔹 3. Check for duplicate entries.
A transaction might have been entered manually and imported through the bank feed. Yes, it happens!
🔹 4. Review outstanding payments and deposits.
A payment may be recorded in the books but not yet cleared by the bank. The same goes for deposits still in transit.
🔹 5. Check for incorrect amounts or dates.
Even one extra zero or a transaction posted in the wrong month can create a difference.
🔹 6. Review bank reconciliation.
If the difference still exists, I review the reconciliation and investigate any unexplained balance.
Here's something important I always keep in mind:
A bank balance mismatch doesn't automatically mean there's a mistake in the books. Sometimes, its simply a timing difference. The key is understanding why the difference exists.
Because good accounting isn't about making the numbers match at any cost.
Its about making sure the numbers make sense. 💡
I'm curious
Accountants and business owners, what's the most common reason you've found for a bank reconciliation difference?
Share it in the comments. 👇
#Accounting #Bookkeeping #BankReconciliation #SmallBusiness #ThingsINoticeAsAnAccountant
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I’m starting a new series: “Things I Notice as an Accountant.” 👀
When you look at business numbers every day, you start to see patterns.
Some are small. Some quietly cost founders a lot of money.
Things like:
→ A bank balance that looks healthy but isn’t really “yours” to spend
→ Personal and business expenses sitting in the same account
→ Reports that exist, but nobody reads them
→ Tax deadlines that only get attention a week before they’re due
Most of these aren’t big mistakes. They’re habits, and habits are easy to fix once you can see them.
So in this series, I’ll share one simple observation at a time:
✅ What I noticed
✅ Why it matters for your business
✅ What you can do about it
No jargon. No lectures. Just practical points from real books, to help you make better decisions with your numbers.
📌 Follow along so you don’t miss the next one.
💬 Tell me in the comments: what’s one money habit in your business you wish someone had pointed out sooner?
I’ll cover the best ones in upcoming posts. 👇
Episode 1 coming soon.
#Accounting #Bookkeeping #Founders #SmallBusiness #Startups #FinancialReporting #VAT #UAE #UK
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Webflow, Framer, Astro, WordPress & Shopify Agency | UI/UX
Product & UI/UX Developer | Figma | Framer | Brand Designer
Gym & Fitness landing Page
This concept reimagines the gym experience in the digital era a platform where motivation meets design, and every workout feels empowering.
I designed a modern, high-energy landing page Ul that combines bold typography, powerful imagery, and a dynamic layout to reflect movement, strength, and determination. The interface emphasizes clarity and motivation, helping users explore classes, track progress, and stay inspired on their fitness journey.
To bring the experience to life, I integrated subtle motion effects and interactive elements that mirror the rhythm and intensity of a real workout.
The goal was to fuse fitness UI, modern aesthetics, and interactive design to create an immersive online gym experience that motivates users to push their limits anytime, anywhere.
Would love your feedback! Get reply within 10 Minutes!
Looking to build some great together??
GET IN TOUCH.....
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UI UX Designer design responsive and modern designs
Brand identity and web design
