AI & LLM Applications
Building AI-first software products using large language models, voice interfaces, and automation pipelines for business operations and product workflows.
- Voice AI agents
- LLM copilots
- Agentic workflows
- Business automation tools
Maruf Ahmad
AI-Integrated Embedded Systems Engineer
Biomedical Researcher | IoT & Startup Product Builder
Founder Builder · SaskTechLab · University of Regina Research Collaboration
Building AI-Integrated Embedded,
Biomedical & IoT Systems
I am Maruf Ahmad, an AI and embedded systems product builder based in Saskatchewan, Canada. I build intelligent systems that connect AI, LLMs, embedded electronics, sensors, computer vision, cloud software, and biomedical research.
AI & LLM ApplicationsAI-Integrated Embedded SystemsEdge AI & IoT DevicesBiomedical Research ToolsStartup MVP Development
University of Regina
SaskTechLab
AI / LLM Product Development
Embedded & IoT Systems
Biomedical Research Tools
About
Technology builder with depth across hardware, AI, and research
I am a technology builder focused on developing practical products that combine embedded systems, artificial intelligence, biomedical research, IoT, and cloud-based software. My work spans from sensor-based biomedical devices and rehabilitation research tools to AI-powered voice assistants, agricultural marketplaces, automation systems, and startup product development.
I currently work with the Department of Kinesiology and Health Studies at the University of Regina as a Biomedical Research and Embedded Systems Engineer, where I contribute to research-focused hardware, software, sensing, data acquisition, and visualization systems.
Alongside my research and engineering work, I am building startup-oriented technology solutions through SaskTechLab, with a focus on AI assistants, embedded devices, automation tools, and digital transformation for small businesses and emerging industries.
University of Regina — Kinesiology & Health Studies
Saskatchewan, Canada
5+
Technology Products Built
3+
Research Contributions
AI + HW
Full-Stack Capability
SK, CA
Based in Saskatchewan
Biomedical Research & Embedded Systems Engineer
Department of Kinesiology and Health Studies, University of Regina
Saskatchewan, Canada
Founder Venture
SaskTechLab: AI-Powered Product Building for Real Businesses
SaskTechLab is my startup-focused technology venture where I design and build AI-powered physical and digital products for founders, researchers, and growing businesses. The focus is practical delivery: shipping AI-first systems that connect software intelligence with embedded devices, IoT infrastructure, and automation workflows.
Core focus areas include AI-first product development, LLM applications, edge AI devices, computer vision systems, AgTech solutions, and operations automation.
AI-first product development for small businesses and startups
LLM applications and voice automation systems
AI-integrated embedded systems and edge IoT devices
AgTech, automation, and practical digital transformation
Saskatchewan, Canada · Founder-led execution
Capabilities
AI-Integrated Systems I Build
From edge hardware to AI software, I build intelligent systems that connect LLMs, embedded electronics, IoT, computer vision, and biomedical technology.
AI-Integrated Embedded Devices
Designing embedded products where microcontrollers, sensors, and edge logic are integrated with AI-driven behavior and cloud intelligence.
- STM32 / ESP32 systems
- Sensor fusion pipelines
- UART / SPI / I2C integration
- Edge decision logic
Edge AI & IoT Systems
Developing connected edge systems that combine real-time sensing, IoT communication, and AI-assisted monitoring for industrial and startup use cases.
- Edge telemetry
- IoT monitoring
- Real-time dashboards
- Remote diagnostics
Biomedical Research Technology
Creating biomedical sensing and analysis tools that support rehabilitation research, human movement studies, and data-driven clinical exploration.
- Grip and force sensing
- Pressure mapping
- Motion and IMU analysis
- Research data visualization
Computer Vision & AI Perception
Implementing real-time object detection, pose estimation, spatial tracking, and vision-based analysis systems using YOLO, OpenCV, and camera calibration techniques.
- YOLO object detection
- AprilTag tracking
- Pose estimation
- Real-time video analysis
Startup MVP Development
Rapidly prototyping and building minimum viable products for early-stage startups and businesses, covering software, hardware, and cloud deployment.
- Full-stack web apps
- IoT product prototypes
- Cloud-connected devices
- Business automation tools
Portfolio
Featured Projects
A selection of technology products, research tools, and startup ventures I have built or contributed to.
Biomedical ResearchResearch Hardware
Biomedical Grip Force & Trajectory Measurement System
An AI-ready biomedical sensing and visualization platform designed to measure grip force, pressure distribution, object trajectory, and hand interaction patterns for rehabilitation and neurological research.
STM32ESP32PythonOpenCVYOLOAprilTagUDPSPIIMU SensorsBiomedical Signal Processing
Technology VentureStartup / Venture
SaskTechLab
A technology venture focused on helping businesses and organizations develop custom software, embedded devices, AI solutions, IoT systems, and early-stage MVPs.
Embedded SystemsAI/LLM DevelopmentIoTCloud DashboardsBusiness Automation+1 more
Visit 
AI ProductAI Application
AI-Powered Voice Assistant / Agentica
An LLM-powered voice automation product designed to handle customer calls, collect information, answer questions, schedule appointments, and automate business communication workflows.
PythonTwilioGoogle GeminiLLMsSQL+3 more
Digital MarketplaceWeb Platform
FeedXchange
An AgTech marketplace platform designed to connect livestock feed buyers and sellers, with future potential for AI-driven pricing, supply intelligence, and demand forecasting.
Node.jsTypeScriptPostgreSQLAzure App ServiceAzure Front Door+1 more
Robotics / Startup ConceptConcept / R&D
Autonomous Snow-Cleaning Robot Concept
An AI-guided autonomous machine concept focused on snow removal using GPS, computer vision, path planning, obstacle detection, and adaptive navigation for Canadian winter environments.
GPS NavigationComputer VisionPath PlanningObstacle DetectionAI Navigation+1 more
Research & Innovation
Bridging engineering and biomedical science
My research interests focus on the intersection of biomedical engineering, embedded systems, artificial intelligence, and human-centered technology.
At the University of Regina, I contribute to biomedical and rehabilitation-focused technology development, including sensor systems, pressure measurement, motion tracking, signal processing, and interactive research tools.
Department of Kinesiology and Health Studies
University of Regina, Saskatchewan
Research Areas
- Biomedical instrumentation
- Rehabilitation technology
- Embedded sensing systems
- EMG and movement analysis
- Pressure and force measurement
- Computer vision for human movement
- AI-assisted data interpretation
- Human-device interaction
Services
How I Can Help
From early-stage concept to deployed product — I offer end-to-end engineering, AI development, and consulting services.
AI & LLM Product Development
Design and build AI-powered applications, LLM integrations, voice assistants, and intelligent automation systems for business and research.
Embedded Systems Prototyping
From schematic to working firmware — microcontroller-based product prototyping, sensor integration, and real-time embedded software development.
IoT & Connected Devices
End-to-end IoT device development including wireless communication, cloud connectivity, data visualization dashboards, and remote monitoring.
Biomedical Technology Prototyping
Biomedical device prototyping for research and clinical settings, including force sensing, motion tracking, pressure mapping, and data acquisition systems.
MVP Development for Startups
Rapid development of functional MVPs for startups and early-stage products, covering software, hardware, and cloud systems with a launch-ready mindset.
Technical Consulting
Strategic and technical guidance on embedded systems architecture, AI integration, IoT design, cloud deployment, and technology product development roadmaps.
Technology
Technology Stack
Tools and technologies I work with across AI, embedded systems, computer vision, and cloud deployment.
AI & Software
- Python
- JavaScript
- TypeScript
- Node.js
- SQL
- MATLAB
- LLM APIs
- Google Gemini
- Twilio
Embedded & Hardware
- STM32
- ESP32
- ESP8266
- Sensors
- SPI
- UART
- I2C
- UDP
- Embedded Linux
Computer Vision
- OpenCV
- YOLO
- AprilTag
- Camera Calibration
- Pose Estimation
- Real-time Visualization
Cloud & Deployment
- Azure App Service
- Azure Front Door
- PostgreSQL
- GitHub Actions
- REST APIs
- Web Deployment
Why Work With Me
A rare combination of hardware, AI, research, and startup thinking
I bring a rare combination of hardware, software, AI, biomedical research, and startup experience. This allows me to think beyond one layer of a product and understand the full system — from sensors and firmware to cloud platforms, AI models, user interfaces, and business use cases.
Strong Embedded Systems Background
Hands-on experience with STM32, ESP32, firmware development, sensor integration, and real-time embedded software.
Hands-On Biomedical Research Experience
Active contributor to biomedical and rehabilitation-focused technology development at the University of Regina.
Practical AI and LLM Application Development
Building real AI products with LLMs, voice interfaces, and agentic systems — not just demos, but deployable systems.
Startup and MVP Development Mindset
Focused on building things that work, ship on time, and deliver value — with a clear understanding of product-market fit.
Real Hardware, Real Sensors, Real Deployment
Everything I build is tested on real hardware, real environments, and real deployment infrastructure — not just theory.
Bridging Research, Engineering, and Business
Rare ability to move fluidly between research contexts, engineering constraints, and business outcomes in one role.
Contact
Let's Build Something Useful
I am open to startup collaboration, research partnership, consulting, MVP development, AI product development, and embedded systems prototyping opportunities.
Startup Collaboration
Research Partnership
AI Product Development
Embedded Systems Prototyping
Technical Consulting