AI Team Leader
Available in 2 WeeksQuick Facts
AWS Certified Machine Learning – Specialty
Google Cloud Professional Machine Learning Engineer
TensorFlow Developer Certificate
TOEIC 850 Listening & Reading
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Summary
An AI professional with 8+ years of experience in Artificial Intelligence, Machine Learning, data processing, and AI system development, with strong experience leading technical teams on international projects. Specialized in designing AI solutions and developing Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision applications.
Highly proficient in Python and AI frameworks including PyTorch, TensorFlow, OpenCV, FastAPI, and Flask. Experienced in building LLM, RAG, AI Agent, Semantic Search, Recommendation System, and large-scale data processing solutions. Also experienced in designing data pipelines, integrating AI capabilities into Backend systems, and deploying solutions on AWS, Google Cloud, and Docker.
Strong experience in requirement analysis, technical solution proposals, task planning, code review, technical mentoring, and direct communication with international customers.
Core Tech Stack
Detailed Technical Skills
AI & Machine Learning
- Machine Learning
- Deep Learning
- Model Training & Evaluation
- Recommendation System
- Classification
- Clustering
Natural Language Processing
- NLP
- Text Classification
- Text Summarization
- Text Embedding
- Semantic Search
- Information Extraction
- Conversational AI
Generative AI & LLM
- Large Language Models
- Retrieval-Augmented Generation
- AI Agent
- Prompt Engineering
- LangChain
- LangGraph
- OpenAI API
- Embedding Models
AI Frameworks
- PyTorch
- TensorFlow
- Keras
- ONNX
- Scikit-learn
- Pandas
Professional Experience
Healthcare AI Platform – Singapore
AI Team Leader, January 2024 – Present
Lead a team developing AI solutions powered by Large Language Models (LLMs) for the healthcare sector. Design AI Agent architecture capable of coordinating specialized tasks such as service consultation, document analysis, customer support, and multimodal data processing.
Design RAG systems combining vector search and graph-based data to improve information retrieval accuracy. Evaluate and select language and embedding models based on accuracy, response time, and operational cost.
Collaborate with Backend, Frontend, and QC teams to integrate AI solutions into production systems. Provide technical direction, architecture reviews, and technical support for team members.
Banking Data Analytics System – United States
AI / Data Engineer, June 2021 – December 2023
Participated in the development of an automated system for collecting and processing data from multiple banking sources. Built Data Pipelines using Apache Airflow to process, validate, and standardize data before feeding it into analytics systems.
Collaborated with Backend teams to integrate data workflows into the system. Performed testing, troubleshooting, Airflow version upgrades, and process optimization to maintain system stability in the Production environment.
Camera-Based Object Analytics System – United Kingdom
AI Team Leader, March 2019 – May 2021
Led a team developing a real-time image analytics system using camera streams. Researched and implemented Deep Learning models for object detection, face recognition, and behavior analysis.
Developed Backend APIs using Flask, integrated AI models with Web applications, and optimized image processing performance. Participated in system architecture design, deployment, and Production troubleshooting.
OCR & Document Analysis System – Vietnam
AI Team Leader, June 2018 – February 2019
Led the development of an OCR system for recognizing text from images and converting it into structured data. Used OpenCV and PyTorch for image processing and AI model development.
Developed Backend APIs with Flask, prepared training datasets, evaluated model performance, and optimized processing efficiency. Collaborated with the development team to integrate AI capabilities into practical applications.
Customer Behavior Analytics System – Vietnam
AI Engineer, May 2017 – May 2018
Participated in developing AI solutions for customer behavior analysis using image and video data. Researched technologies for person detection, people counting, face recognition, and pose estimation.
Performed data preprocessing, model training and evaluation, and integrated multiple AI components into a complete system. Supported deployment, testing, and image processing optimization.
Frequently Asked Questions
Find answers to common questions about our staffing process.-
How quickly can my project get started?
Within 24 hours, you will receive candidate profiles and a detailed quotation. Once the interviews and selection process are completed, the team can typically start within 7 business days.
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What is the minimum engagement period?
The standard minimum contract period is 3 months to ensure project effectiveness. However, the contract duration can be adjusted flexibly based on each project phase and requirements.
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What is Aegona’s developer selection process?
Candidates go through a 4-step selection process: technical skills assessment, direct interview with our experts, English communication assessment, and practical work skills evaluation.
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If the personnel is not a good fit after starting, can I change them?
Yes. If a team member does not meet your expectations, Aegona will support you in replacing them with an equivalent resource upon request.
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How are information security and intellectual property rights committed?
Yes. An NDA is signed for every project. Clients retain 100% ownership of the source code and intellectual property created for their project.
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How do Aegona's developers communicate in English?
100% of our professionals working on international projects have strong English communication skills for technical and project-related communication.