Edison SinaniAI implementation architectBook a call

About

About

Edison Sinani
Toronto, 2026

I am Edison Sinani. I am an architect in Toronto and I have been building enterprise software for sixteen years.

Most of that was .NET and Azure. E-commerce platforms, data warehouses, ETL, cloud migration. Multi-tenant consumer storefronts for automotive brands, high-throughput catalogue synchronisation, production incident work across distributed services, CI/CD ownership, and a stretch leading a team with delivery accountability attached. Sixteen years of that teaches you where systems actually break, which is at the boundaries and almost never in the model.

In 2026 I built CargoLint solo: architecture, ML pipeline, evaluation harness, front end, compliance posture and pricing. Document classification is the focus now. It is a place where the accuracy question has an answer, if you are willing to build the set and publish the number.

Outside work: hiking, books, chess.

Where the depth is

Sixteen years across e-commerce, logistics, manufacturing, retail, healthcare, telecommunications and payment processing. Enterprise .NET and Azure architecture, data warehousing and ETL at scale, multi-tenant SaaS, and delivery leadership.

What I work in

Grouped by capability, taken from my resume. Everything here is something I have shipped with.

AI and ML

Azure OpenAI. RAG pipeline design. Structured outputs with schema enforcement. Confidence scoring and gating. Evaluation dataset construction. Regression testing of model output. Prompt and retrieval architecture. Python ML services.

Architecture

Multi-tenant SaaS. Microservices. Event-driven systems. API-first design. Cloud-native migration. Enterprise integration.

Languages and frameworks

C#. .NET and .NET Core. ASP.NET Core. EF and EF Core. SQL Server and T-SQL. REST APIs. TypeScript and JavaScript. Vue. Angular. Python.

Cloud and DevOps

Azure App Services, Functions, SQL Database, Data Factory, Blob Storage, Front Door and Application Insights. Azure DevOps. Docker. Git. CI/CD.

Data and BI

SSIS. Azure Data Factory. ETL pipelines. Data warehousing. Query performance tuning. Power BI. Postgres.

Compliance

SOC 2 readiness. GDPR. ISO 27001.

Sixteen years of shipping other people's software

Two categories. Direct employers, and the client engagements I delivered through Catalyte.

Roles

Client engagements delivered through Catalyte

Teaching

Lecturer at Cestar College of Business, Health and Technology from January to August 2018: Flutter, Swift, Java, web security and database development. I built the course materials and the sample applications.

References

I had worked with Edison as the organization was going through a tremendous amount of change. Changes at this time involved adopting new platforms, technologies and new ways of working. Edison made a very positive impact during his short stay, as a strategic thinker, problem solver, and mentor, he was able to quickly find his place in the organization and impact positive change. Finding individuals that are technically savvy, business adept, and strategic are very difficult. Edison is one of those rare individuals.

Jacob PatCTO and CIO, technology and product strategy

As soon as Edison joined KUBRA as well as throughout his tenure he has demonstrated creativity, professionalism, dedication and passion. His hard work, passion, ability to multitask and solve complex problems as well as his social skills made him an easy choice for a team lead role. I have collaborated with Edison on several projects and observed him going an extra mile without hesitation to make sure projects stayed on track.

Vitalii DjiguirVP, Foundation Engineering at KUBRA

Both roles are current. The profile links are there so a reader can check the reference in one click. Two more are being requested.

Also

  • Bachelor of Technology, Software Engineering, McMaster University.
  • Resume, PDF.