- Full-lifecycle analytics and ML project on the U.S. SBA 504 loan dataset (500,000+ records, FY2010 to present).
- Supervised ML in Python to predict loan outcomes and surface regional economic impact patterns.
- Independent ownership: data acquisition, EDA, modelling, statistical analysis, final report.
About · Meet Patel
I build digital systems that actually work.
A cloud-certified web developer and data analyst who started coding in 2018 and hasn't stopped. From freelance client sites in India to a capstone ML project on 500,000+ federal loan records at NBCC in Saint John, every step has sharpened the same thing: software that solves a real problem.
The Story
From a computer-engineering diploma in Ahmedabad to machine learning on half a million records at NBCC, the through-line never changed: real problems, working solutions, clean code.
I started coding at 16 during a Computer Engineering diploma at Gujarat Technological University. What began as coursework turned into a freelance practice, building websites for clients while still in school. By the time I graduated in 2020, I had real projects behind me and a clear sense of what I wanted to build.
The next chapter took me through Chicago (East-West University, Computer Science), Toronto (Tamwood Careers College, a 480-hour web development co-op), and finally Saint John, New Brunswick, where I'm completing a Post-Graduate Diploma in IT Business and Advanced Analytics at NBCC.
Along the way I've built full-stack platforms for Ontario clients at Technomax Solutions, run SEO-optimized freelance builds for seven years, and tackled analytics projects on datasets from 500,000-record federal loan archives to telecom churn data across four Indian networks.
2016 – 2020 · India
Gujarat Technological University
Diploma in Computer Engineering, CGPA 8.34. Started freelance web work in the final two years, turning coursework into paid client projects.
Aug 2018 – Present · Remote
Freelance Web Developer
7+ years building PHP, WordPress, Node.js, and Django platforms. SEO, REST APIs, hosting, and long-term client relationships across industries.
May 2022 – Sep 2023 · USA
East-West University, Chicago
B.Sc. Computer & Information Science. Two semesters of formal CS study in the United States, deepening fundamentals beyond the freelance bench.
Aug 2023 – Aug 2024 · Canada
Tamwood Careers College, Toronto
Diploma in Web Development with a 480-hour co-op. Full-stack practice: HTML5, CSS3, JavaScript, WordPress, and REST APIs.
Jan 2024 – Aug 2024 · Canada
Technomax Solutions, Ontario
Full Stack Web Developer. Built and maintained client web apps in PHP, JavaScript, MySQL, and Azure Cloud Services on an Agile/SDLC cadence.
Sep 2024 – Apr 2026 · Canada
NBCC, Saint John · IT Business & Advanced Analytics
Post-Grad Diploma. Capstone: SBA 504 ML analysis on 500k+ records using Power BI, Python, Scikit-Learn, and SQL. Graduating April 2026.
By the Numbers
since 2018
the SBA 504 model
certifications
studied & worked
What I've Shipped in the Real World.
- Built and maintained full-stack web applications for Ontario-based clients.
- PHP, JavaScript, HTML5, CSS3, MySQL on an Agile/SDLC methodology.
- Third-party API and Azure Cloud Services integrations with performance optimisation.
- 7+ years designing, developing, and deploying web apps independently across industries.
- SEO-optimised builds in PHP, WordPress, HTML5, CSS3, JS, Node.js, and Django.
- REST API integrations, hosting, deployment pipelines, and long-term client support.
- Logistics and inventory management at a high-volume Canadian retail location.
- Inventory systems and supply-chain coordination in a fast-paced operation.
- Running concurrently with NBCC postgrad studies.
6 Industry Certifications.
Also completed: Google 30 Days of Cloud · Digital Marketing Fundamentals
I Know Every Tool That Matters,
and Which One to Reach For.
Fluent across the modern AI stack: large language models, agents, transcription, embeddings, and the data pipelines that feed them. That fluency runs deep, not wide. It's choosing the right model for the task, controlling cost and latency, grounding outputs in real data, and knowing when a classical approach beats a language model.
The Principles Behind Every Build.
I don't pick a stack and look for problems to fit it. I understand what the system needs to do, then choose the right tools. That's why the SBA project uses Scikit-Learn, not a trendy LLM wrapper.
From data acquisition to final report, from wireframe to deployment. I don't hand off the hard parts. Seven years of freelance work trained me to own every layer of a project.
A system a new teammate can read in an afternoon is worth more than one that impresses no one except the person who wrote it. Readability is a feature.
Having studied and worked across India, the USA, and Canada, I know good systems have to work for people with different contexts, tools, and expectations.