PROBLEM FIRST. AI SECOND.
Practical AI systems for
real business problems.
I build AI and machine learning solutions around your actual data, domain and workflow, whether the goal is automation, technical analysis, prediction or decision support.
Services
AI solutions built around real problems
Six service areas, from standalone advice to custom AI systems. You can start with an assessment without committing to implementation.
AI Advisory & Solution Architecture
Find the right AI direction before you build, also as standalone advice without implementation.
Read moreAI Agents & Knowledge Systems
AI that finds, understands and uses your company’s own knowledge.
Read moreIntelligent Automation & Document AI
When valuable information is locked in documents and manual processes.
Read morePrediction, Optimization & Decision Support
From data to forecasts, priorities and better decisions.
Read moreComputer Vision & Multimodal AI
AI for images, video, sensor data and combined data sources.
Read moreCustom AI/ML Development
Models and AI systems built around your problem, not an off-the-shelf package.
Read more
Projects
Featured projects
A selection showing the range of my work, from energy forecasting and document AI to computer vision, search and AI agents.
- Signal Processing & Prediction2026
Large-Scale Energy Forecasting & Decision Support
A proof of concept at an energy company that turns hourly electricity-consumption data into forecasts, peak and cost estimates, and concrete customer insight.
Read more - Automation & Document AI
Industrial Document Intelligence for Petroleum Operations
AI-assisted system that turns complex technical PDFs, diagrams and visual plans into structured data.
Read more - Signal Processing & Prediction2026
Battery Predictive Maintenance & Replacement Optimization
Predictive maintenance for battery-powered IoT sensors: a probabilistic remaining-life forecast connected to a cost-aware battery-replacement plan.
Read more - Generative AI & AgentsOngoing2026
PEIS: Personal Evidence Intelligence System
An evidence-first AI agent system that investigates questions and claims against a personal knowledge base and answers with verified source references.
Read more - Vision & Multimodal2026
Drone Flyby Vision & Tracking System
A real-time active-vision system that steers a zoomable camera over a 4K aerial scene, detects and classifies objects, and tracks them across the whole frame.
Read more - NLP & Retrieval2026
Search & Ranking System
Information retrieval and ranking (indexing, BM25 and language models, learning-to-rank and query expansion), measured against relevance judgements on a news collection.
Read more
How I work
Problem first, then the right technology
Understand the problem
I map the workflow, the data, the constraints and what the solution actually needs to improve.
Choose the right approach
Rules, classical machine learning, LLMs, RAG or a combination, chosen for the problem, not the trend.
Build and validate
A prototype is tested against real data with clear metrics, error analysis and structured output.
Make it usable
Integration and human oversight where needed, with the goal of moving beyond a prototype.
Behind Nasser AI-Solutions
Mahdi Nasser
Engineer, AI builder and founder
I build practical AI systems, combining machine learning with an understanding of technical systems. My projects span document AI, LLM systems, computer vision, medical AI, signal processing and industrial automation.
I’m an electronics and automation engineer and am completing a Master in Cybernetics and Applied AI.
Start with the problem
You don’t need to know which AI solution you need.
You only need to know which problem, workflow or data source isn’t working well enough today.
Get a technical assessment