Karsten Wenzlaff, Advisor
August 26th, 2025
AI Competition | July 21, 2025

Image: Freepik/Rochak Shukla
On July 11, 2025, TechTarget reported that Alibaba-backed Chinese AI startup Moonshot released Kimi K2, a fully open source language model to compete toe to toe with top U.S. AI models, such as ChatGPT-4.1 and Claude Opus 4. Kimi K2 is open source, cheaper, widely accessible, and optimized for coding performance, putting pressure on Western artificial intelligence labs that are delaying their own open models.
Built using a Mixture-of-Experts (MoE) architecture with 384 experts, Kimi K2 can process long technical documents and perform code automation. Moonshot trained the model using AI agent-style simulations and synthetic task scenarios. The model is open access with few restrictions and performs well on global developer benchmarks like SWE-Bench, GPQA, and AIME.
Unlike closed models like Claude and GPT-4.1, Kimi K2 can be used freely through its app or run locally by downloading the model files. Commercial use is allowed, with attribution required only for very large services.
| Model | Input Cost / 1M Tokens | Output Cost / 1M Tokens | Open Source | Coding Performance |
| Kimi K2 | $0.15 | $2.50 | ✅ Yes | Outperforms Claude Opus 4 on SWE-Bench, GPQA, AIME |
| GPT-4.1 | $2.00 | $8.00 | ❌ No | High general performance, strong reasoning |
| Claude Opus 4 | $15.00 | $75.00 | ❌ No | Strong general model, weaker in code |
| DeepSeek V3 | Free (GitHub) | Free | ✅ Yes | Former top open model; Kimi K2 exceeds on GPQA |
For Canadian fintech teams and AI builders, Kimi K2 is a cost-efficient way to automate development and build internal coding agents. It supports customized and secure deployments in regulated environments because files can be downloaded and can operate locally. There are team building tools like legal summarizers, compliance anlayzers, or custom service assistants that could be used to save costs at scale.
The pricing and accessibility of Kimi K2 shows that global leadership in open AI no longer belongs only to Silicon Valley. With more Chinese labs like Moonshot and DeepSeek producing high performance and competitively priced models, the AI infrastructure landscape is still jockeying for position with more powerful deployments inevitable.
This improvement in AI capabilities comes as Canada recently committed $240 million to fund local compute infrastructure via a new AI data centre with Cohere.
At just 15 cents per million input tokens, its cheaper than GPT-4.1 by more than 90% and Claude Opus by more than 99%. Combined with strong coding performance and open access, the Kimi K2 release is one of the most powerful free-to-use models available on the market today.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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July 21, 2025
Image: Freepik/rawpixel.com
Creating a proper website for a portfolio is a big deal for anyone who works online. While a polished portfolio might raise your credibility and help you gain recognition in professional circles, a sloppy one can cost you an offer.
A rich portfolio can be used interchangeably with a CV and a business card. It is a showcase of you as a professional.
It can be a collection of your past works, for example, illustrations, a Linktree to sites you built, a story about events you organized. The format of a portfolio is mostly determined by its substance.
If you are a programmer, a designer, a copywriter, an event manager, or an SMM specialist, you need a neatly made portfolio page to present to your potential employers.
There’s a reason why even successful creative producers have their own websites. Having a webpage dedicated to you makes it easier to find you online. By publishing your portfolio, you basically invest in your future employment.
You should choose a reliable platform that won’t suddenly go on maintenance when you need to share it.
Pro-tip: always save the backups. It might also be a good idea to have your portfolio saved on your local device.
Google Docs
It may seem funny, but actually Google Docs is a good starting point. It’s better to have a portfolio in some shape or form than nothing at all. With creativity, you can make even a simple Google Doc shine.
Unfortunately, this option has obvious limitations and won’t work long-term when you have more projects, more pictures, and more info to share.
Pros
Cons
A Portfolio Platform
There are specialized platforms to publish your portfolio and look for a job at the same time. Examples include Behance and ArtStation. They already have a much more compelling design than Google Docs, but their page structure is always the same and doesn’t have much room for personalization. Besides, ArtStation is made specifically for artists and graphic designers, and Behance is mostly used for job hunting. Professionals often have links to their actual portfolios on their Behance page.
Pros
Cons
A PDF File
If you don’t want to think about hosting a website, you can just make your portfolio into a pretty single document and upload it to a cloud of your choice. Or you can share it directly through a USB flash drive. It’s a bold choice. A viable one, although not the most convenient.
Pros
Cons
CMS
You can make your own website from scratch with Content Management Systems like WordPress or Joomla. It’s certainly one of the better options, but a tricky one. To use CMS to its fullest, you need to have at least basic coding skills. Not to mention that they may be hard to navigate for a beginner.
Pros
Cons
Website Builders
A website builder presents the best of both worlds. It offers a lot of room for customization with templates and ready-to-use blocks while being easy to use and intuitive. There are both free and paid plan options.
Pros
Cons
There are, however, options that are both easy to use and affordable. Site.pro is a website builder with 200 templates, lots of plugins, and an AI website generator function. Its minimal plan starts at only $1.3 a year.
With Site.pro you can build a website in less than 10 minutes with no prior knowledge.
Follow these steps:
Your website is ready to go!
Structure is always the key. Nothing sells a portfolio like compelling storytelling. Split your website into sections.
You can use this plan as an example.
Main Page
Here should be all the navigation to other sections. At a single glance at your homepage, a user should get a general idea of who you are, what you do, and what you can offer. That’s also why naming is so important. Both your domain and the text on your main page should include your name.
About Me
It’s a place to introduce yourself. Your portfolio has to complement your CV and give the most positive first impression. There shouldn’t be too much text, just enough to get to know you in a nutshell. Your actual work will speak for you.
My Projects
There’s a simple rule: if you’re only starting out, you should include every project you worked on. But if you have more than a couple of projects under your belt, you should only choose the ones that showcase your abilities best. Keep in mind, no one is going to browse through your entire working history.
Place your works chronologically and give them a little context: what you did, when, what the results were.
If you use someone else’s material, remember to give proper credit.
Contact Me
Leave links where people can find and contact you: your email address, your social media. Make sure that your email address is active and all the links are properly named and actually lead where they say they do.
The draft of your portfolio is ready. What now? You should make it both good-looking and convenient.
Here are 4 tips for that:
Don’t hesitate to put the link to your portfolio on your professional and personal social media, share it when applying to a new job, and be proud of your work at all times.
And be sure to ask for feedback from people you trust. It can be other professionals, your colleagues, or friends.
Your portfolio has to keep up with your professional journey. Remember to update it with new projects and change links in case you lose access to your email address or social media accounts.
Making a portfolio is not an easy task, but with the right tools, references, and attitude, everything is possible. Everyone can build a website and make their portfolio truly shine. Prove it, try it yourself!
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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Investment Partnership | July 17, 2025

Image: Freepik/nensuria
On July 16, Toronto-based Fintech d1git1 announced that RBC Wealth Management has partnered with them to upgrade advisor analytics and invest in its North American growth. This deal includes both a technology rollout and a capital injection, with RBC leading a new investment round joined by U.S. venture firm JAM FINTOP.
No financial terms were disclosed publicly but sources have reported that RBC is the lead investor and funds will help d1g1t expand its product roadmap, grow its team, and enter new markets in the United States.
In addition to the investment and as part of the agreement, RBC will integrate d1g1t’s performance and risk analytics engine into its advisor platforms across Canada. d1g1t is designed to replace fragmented legacy systems with a single digital infrastructure used by registered investment advisors, multi family offices, broker dealers, and custodians.
The company provides enterprise grade tools that support advisors and wealth managers in delivering consistent reporting, transparent client engagement, and scalable operations. Its integrated platform is already used by firms in both Canada and the U.S.
Barrie Laver, MD and Head of Venture Capital and Private Equity at RBC:
“We’re proud to invest in d1g1t, a company that’s helping to redefine wealth technology. What sets them apart is the combination of deep financial engineering expertise, bold technology vision, and a product that’s purpose built to help solve the most pressing needs of modern wealth firms.”
Dr. Dan Rosen, d1g1t CEO and co founder, described the partnership as a milestone that brings next generation analytics at scale to a leading financial institution. RBC manages over $1.4 trillion CAD in assets across wealth operations in Canada, the U.S., the British Isles, and Asia. Its Canadian advisor network includes more than 6,000 professionals.
It's a significant deal in the wealthtech sector and considered rare that a major Canadian bank integrates a fintech's platform solution and invests in them too.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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