Independent consultant, ML engineer, and creator of innovative AI solutions. I help businesses implement and scale AI features that deliver real value in production.
I am a machine learning engineer with experience in building production-grade AI systems. I have worked with companies like Filigran and Fribl, developing advanced solutions using LLMs and knowledge graphs for recruitment and cybersecurity. I have also contributed to open-source AI projects and currently focus on helping companies build and scale AI products.
Need AI solutions? Through NexusBridge, I provide expert consulting in artificial intelligence and data science, helping businesses harness cutting-edge technology to tackle complex challenges.
| Project Name | Client | Description | Used | Results |
|---|---|---|---|---|
| AI-Powered Recruitment Platform | Fribl | Built a scalable and performant platform for resume and job extraction, leveraging LLMs and knowledge graphs based on the ESCO standard to enable precise skill-based job matching across Europe. | Python, FastAPI, Neo4J, LLMs, Docker, AWS, Celery | Processes 500+ CVs in under 5 minutes with improved accuracy. |
| Cyber-Threat Intelligence Analysis | Filigran | Built data pipelines using STIX standards and knowledge graphs to analyze cyber-threat data. | Python, NebulaGraph, Spark, AWS, Terraform | Enhanced threat analysis for advanced cybersecurity insights. |
| AI-Enhanced Data Projects | YOOI | Created an AI feature to link textual data with organizational tags, later upgraded for multilingual support and custom entity recognition. | Python, ReactJS, PyTorch, Hugging Face, Terraform, AWS | Increased project initiations and completions on the YOOI platform. |
I offer a range of AI consulting services to help businesses leverage the power of artificial intelligence.
Guiding businesses to adopt AI effectively, creating roadmaps aligned with your strategic goals.
Building robust pipelines for data-driven decisions, ensuring clean, reliable data flows.
Creating custom models for unique needs, from predictive analytics to computer vision.
Seamlessly embedding AI into existing systems for maximum business impact.
I write about AI engineering, machine learning, and practical applications of artificial intelligence in business.
A comprehensive guide to building asynchronous document processing systems with FastAPI and Celery, focusing on modular pipeline architectures for efficient AI-driven document analysis and improved user experience.