AI-Based Lead Scoring Intelligence System
Rule-based lead scoring for SCG's CRM, with the reasons behind every score. Built on FastAPI and MongoDB Atlas, running on AWS App Runner; machine learning models prototyped in Phase 2.
- FastAPI
- MongoDB
- AWS
Enterprise Software, AI and Automation
Led by PhD engineers and researchers with experience building Software and AI systems for leading national organisations.
AI-Linker Technologies Ltd. specializes in designing intelligent systems and software architectures to drive Digital Transformation and scale your business in the digital era. Our journey began in 2023 as an independent development team under the AI-Linker brand, driven by a commitment to solving complex business challenges. In 2026, we officially incorporated to elevate trust and deliver enterprise-grade solutions to businesses of all sizes—from growing SMEs to large-scale corporations.
Est. 2023
Independent Roots
Scale Up
Registered 2026
SME to Enterprise
Delivering Standardized Solutions
We bridge "Deep Theory with Practical Execution." Our solutions are spearheaded by a founding team with many years of hands-on experience in Software and AI Development, backed by a proven track record of delivering high-impact projects and consulting for national-level organizations such as SCG and CP Group.
Furthermore, our team possesses Ph.D.-level academic expertise in Engineering. This serves as a crucial foundation for developing highly complex, precision-critical systems capable of handling massive datasets with absolute stability. Our expertise is validated by internationally published research and extensive experience delivering corporate training in Data Analytics and AI & Machine Learning.
Elevate your business intelligence with custom-tailored AI systems. Our expertise ranges from Strategic AI Decision Support Systems and intelligent AI Chatbots (Generative AI & NLP) with natural conversational abilities, to Predictive Analytics, Time-Series Forecasting, Image Processing, and advanced Machine Learning models.

Example system screens
Software and AI systems delivered by the founder and the company since 2022 for private-sector clients such as SCG and CPPC (CP Group), alongside research projects for MEA, EPPO and PEA. Selected examples below.

Rule-based lead scoring for SCG's CRM, with the reasons behind every score. Built on FastAPI and MongoDB Atlas, running on AWS App Runner; machine learning models prototyped in Phase 2.
Serverless AWS backend (API Gateway, Lambda, DynamoDB) and social-media data collectors for a DSI research project on AI-based cybercrime warning.
YOLO models detect core and delta points and classify fingerprint patterns, and a custom computer-vision algorithm counts ridges. Delivered as an API.
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