Question 1

What services does SAM Intelligence Group offer as a software house?

Accepted Answer

SAM Intelligence Group delivers four connected engineering services: (1) Data Engineering & ETL (Python, SQL Server, PostgreSQL, BigQuery, SSIS pipelines and analytical storage), (2) MLOps & Production AI (MLflow tracking, Feast feature stores, chronological evaluation, FastAPI model serving, and GitHub Actions automation), (3) Full-Stack Web & Custom Software (React, FastAPI, C#, .NET 10, ASP.NET Core MVC, EF Core, and WPF desktop tools), and (4) Custom AI Solutions (PyTorch, OpenCV, YOLO computer vision, local Ollama/LangChain agents, and human-reviewed AI workflows).

Question 2

Does SAM Intelligence Group work with international clients globally?

Accepted Answer

Yes. SAM Intelligence Group operates as a global engineering partner serving clients worldwide across North America, Europe, the Middle East, Africa, and Asia-Pacific. Engagements follow a structured five-stage delivery model—Discovery, Architecture, Build, Deployment, and Support & Iteration—with transparent documentation and cloud deployment on AWS, GCP BigQuery, and Docker.

Question 3

What production AI, MLOps, and full-stack projects has SAM Intelligence Group delivered?

Accepted Answer

Documented builds include the Lobatse Pharmacy e-commerce and prescription-review platform (.NET 10, ASP.NET Core MVC, EF Core, PostgreSQL on AWS RDS/EC2/S3 with 11,204 catalog rows processed), the Three-City AQI Forecasting MLOps Platform (105,054 hourly BigQuery rows, 606 ordered features, MLflow, FastAPI, and Streamlit for direct 24h/48h/72h forecasts), DeepGuard multimodal deepfake video forensics (186 commits in PyTorch and OpenCV), the Industrial Print Proofing C#/WPF desktop suite, and the open-source SAM-EDA Python package on PyPI.

Question 4

Who leads engineering at SAM Intelligence Group and how can we start a project?

Accepted Answer

Engineering at SAM Intelligence Group is led by Syed Abdullah Bin Masood, Lead AI/ML and Full-Stack Systems Engineer. To start a project, submit your current workflow, data constraints, and target outcome through the project brief form at https://samintelligencegroup.com/#contact or email contact@samintelligencegroup.com directly.

Intelligence is useful when the system around it works.