I am a proactive, well-organized, hard-working and highly-qualified AI/ML engineer eager to revolutionize everything with AI. I have built and delivered a wide range of AI solutions across healthcare, finance, and media, combining solid ML foundations with practical product thinking. I thrive in remote and cross-functional teams, turning complex data into scalable, impact-driven AI systems that users can rely on. I’m committed to continuous learning and applying state-of-the-art methods to real-world problems.

Lucas Rui

I am a proactive, well-organized, hard-working and highly-qualified AI/ML engineer eager to revolutionize everything with AI. I have built and delivered a wide range of AI solutions across healthcare, finance, and media, combining solid ML foundations with practical product thinking. I thrive in remote and cross-functional teams, turning complex data into scalable, impact-driven AI systems that users can rely on. I’m committed to continuous learning and applying state-of-the-art methods to real-world problems.

Available to hire

I am a proactive, well-organized, hard-working and highly-qualified AI/ML engineer eager to revolutionize everything with AI. I have built and delivered a wide range of AI solutions across healthcare, finance, and media, combining solid ML foundations with practical product thinking.

I thrive in remote and cross-functional teams, turning complex data into scalable, impact-driven AI systems that users can rely on. I’m committed to continuous learning and applying state-of-the-art methods to real-world problems.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
See more

Work Experience

Senior Machine Learning Engineer at Turnto
August 1, 2025 - August 1, 2025
Led the development of an AI-driven medical document analysis system leveraging PaddleOCR, LlamaParse, FAISS, LangChain, RAG, gpt-4o, LayoutLM v2 and YOLO. Built an AI Healthcare Advisor system integrating microbiome, blood tests and genetic data using MedEmbed, PubMedBERT and Med-PaLM 2. Engineered a comprehensive ETL/training/inference pipeline for a custom Transformer model to identify health condition anomalies from time-series biometric data. Implemented real-time predictive analytics using TensorFlow, Scikit-learn, Isolation Forest, Pandas, and BERT. Created a chatbot platform with Next.js, GPT-3.5-turbo/GPT-4o and RAG, plus a recommendation chatbot with LightFM, fine-tuned Llama 2, RAG and Gradio. Built an AI code generator stack with React, Node.js, Python FastAPI and fine-tuned Llama 2 7B. Developed an AI-powered financial analytics platform for automated invoice categorization and fiscal assessment, and an AI-powered video & audio analysis system using MoviePy, FFMPEG, Whispe
Machine Learning Engineer at SCALE AI
December 1, 2024 - December 1, 2024
Developed real-time American Sign Language recognition system integrating OpenCV, I3D and NLP (nltk/keyword-to-text). Built an AI-powered food calorie calculator app using React Native, OpenCV, NumPy, YOLO, ResNet and DeepLab. Implemented AI-powered road assets and defect recognition, field boundary detection for crop assessment, and area/distance measurements from satellite imagery. Contributed to real-time field supervision for recognizing signal lights and dangerous goods signs; supported AI medical imagery analysis integrations with OpenCV, YOLO and ResNet.
Junior Software Engineer at Wavel AI
June 1, 2020 - June 1, 2020
Developed core components of a cybersecurity monitoring platform focusing on anomaly detection algorithms. Built data and training pipelines for custom Transformers to detect health condition anomalies. Created a food calorie calculator app and designed RESTful APIs to integrate with SIEM systems.

Education

Bachelor of Engineering in Computer Science at National University of Singapore
August 1, 2012 - July 1, 2016

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Software & Internet, Media & Entertainment, Professional Services, Education