05/24/2025 updated

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Senior Software Engineer specializing in Python, AI/ML and Backend Development

San Antonio, USA
Worldwide
Bachelor's Degree in Computer Science
San Antonio, USA
Worldwide
Bachelor's Degree in Computer Science

Profile attachments

Adam-Lee-update-python-AI.pdf

Artificial IntelligenceAmazon Web ServicesComputer VisionMicrosoft AzureCloud ComputingNvidia CUDADatabasesContinuous IntegrationDevOpsDjangoAmazon DynamoDBScalabilityImage ProcessingPython (Programming Language)PostgreSQLMachine LearningMongoDBMySQLNoSQLObject DetectionOpenCVTensorFlowSQL DatabasesPyTorchFlaskLarge Language ModelsBackendKerasGitContainerizationScikit LearnKubernetesGPTSoftware LibraryDatabase AdministrationDockerJenkins
Python Backend Development
Expert in Python backend development with Django and Flask frameworks. Design and implementation of scalable systems that integrate with AI models.

AI/ML Engineering
Specialized in artificial intelligence and machine learning, particularly with LLMs, BERT, and GPT models. Implementation of NLP solutions and computer vision applications.

Cloud Infrastructure
Deployment of AI models on AWS, GCP, and Azure. Experience with GPU-accelerated instances for scaling LLM and BERT solutions in production environments.

Machine Learning Libraries
Proficiency with PyTorch, TensorFlow, Keras, and Scikit-learn for model training and optimization.

Computer Vision
Implementation of object detection and image segmentation systems using OpenCV, optimized with CUDA and GPU acceleration.

DevOps & Containerization
Experience with Docker, Kubernetes, Jenkins, Git, and CI/CD pipelines for efficient deployment and management of applications.

Database Management
Knowledge of SQL and NoSQL databases including MySQL, PostgreSQL, DynamoDB, MongoDB, and Vector Databases.
 

Experience

Freelancer since2020

Languages

EnglishNative speaker

Project history

Senior Software Engineer

InformaticsLab LLC
Leading the design of scalable backend systems integrating BERT and LLMs using Python, Django and Flask. Developing APIs for NLP solutions with FastAPI and optimizing LLM model deployment with PyTorch, TensorFlow, and Keras. Spearheading AI-driven computer vision applications with OpenCV and deploying AI models to AWS and GCP.

AI/ML Engineer

Oak-Tree Technologies
Developed NLP models focusing on BERT implementation, improving accuracy by 20%. Created AI-driven backend systems with Python using Django and Flask frameworks. Optimized machine learning pipelines with CUDA and GPU acceleration, and deployed AI models on AWS and Azure.

Computer Vision Engineer

Sreeyan
Developed real-time object detection systems using OpenCV and TensorFlow with CUDA and GPU optimization. Implemented digital image processing pipelines that improved recognition accuracy by 40%. Built deep learning models for object detection using PyTorch and Keras, and deployed optimized models on edge devices.

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