Experience
I specialize in connecting deep tech with social impact — and helping founders unlock funding through well-positioned, technically sound solutions.
As a consultant, I’ve helped startup teams, educators, and nonprofit organizations turn ideas into fundable, field-ready products. My focus spans AI, embedded systems, and real-world tech for underserved regions. I’ve contributed to initiatives such as:
Advising NGOs, banks, and social enterprises on AI, IoT, and healthtech strategies
Helping early-stage founders across Africa and Asia develop grant-ready proposals and prototypes
Designing and implementing curriculum
Supporting STEM lab expansion across 7 countries with scalable, lean learning models
Providing technical due diligence and product refinement for pitch decks, grant applications, and pilot programs
Mentoring African-based teams to align their local impact with international funding frameworks (e.g., Horizon Europe, USAID, GIZ)
Services
01 Machine Learning & Deep Learning Solutions
Design and deployment of ML/DL models for real-world use cases — including predictive analytics, image classification, and audio event detection. Skilled in TensorFlow, PyTorch, and scikit-learn.
02 Audio & Environmental Sound AI
Development of edge-ready AI models for breathing monitoring, emergency detection, and smart alert systems. Specialized in low-latency, on-device inference with real-world noise handling.
03 Computer Vision & Image Processing
End-to-end CV pipelines for video analysis, OCR, object detection, and quality control. Integrated OpenCV, AWS Rekognition, and neural architectures into scalable solutions.
04 Cloud Architecture & Deployment
Design of scalable AI infrastructure using AWS, GCP, and Heroku. Includes REST API deployment, streaming data pipelines, containerization, and distributed model serving.
05 Hardware Prototyping & IoT Integration
Development of embedded systems using Raspberry Pi, Arduino, and microcontrollers. Real-time data collection, signal processing, and remote monitoring.
06 AI Product Strategy & Startup Readiness
Support for early-stage tech teams in choosing the right models, scaling strategy, and evaluating product-market fit. Tailored to startups in healthtech, edtech, and sustainability.
Consulting Style
I approach consulting like I approach engineering: grounded, practical, and focused on results. I work closely with teams to understand the real-world constraints they face — whether technical, financial, or operational — and help them find lean, effective solutions that make a difference.
My style is collaborative and hands-on. I don’t just advise — I build, test, iterate, and optimize. I care deeply about whether the final product works in the field, not just on paper. Transparency, clarity, and human impact are at the core of how I work.