SAM CARTER
Richardson,TX
Summary
Dynamic Senior AI Engineer with a proven track record at Nimble Gravity, driving a 40% improvement in predictive accuracy through advanced machine learning and deep learning techniques. Adept in Python and team leadership, I excel in delivering innovative AI solutions that align with business goals and enhance operational efficiency.
Overview
10
10
years of professional experience
Work History
Senior AI Engineer
Nimble Gravity
09.2022 - Current
- Spearheaded the development and deployment of advanced machine learning models, driving a 40% improvement in predictive accuracy and a 30% reduction in processing time for client-facing applications.
- Architected and streamlined AI solutions for large-scale systems, reducing latency by 25% and increasing data processing throughput by 35% by fine-tuning data pipelines and leveraging cutting-edge deep learning techniques.
- Led cross-functional teams of 12 engineers to deploy AI systems across multiple client projects, resulting in a 40% increase in user engagement and a 20% reduction in operational costs.
- Conducted research in NLP and computer vision, designing custom models that improved real-time application performance by 18% and reduced error rates by 12%.
- Partnered with senior leadership to align AI strategy with business goals, launching AI-driven features that contributed to a $2M revenue increase over 12 months.
- Mentored and led a team of 40 junior and mid-level engineers, ensuring the adoption of best practices, optimizing workflow, and driving a 25% increase in team productivity.
- Introduced algorithms that enhanced decision-making processes, leading to a 15% increase in system efficiency and a 10% reduction in resource usage.
- Delivered five AI-driven features in collaboration with engineering, product, and marketing teams, contributing to a 30% rise in user interaction and satisfaction.
AI Developer
Janus Henderson Investors
06.2018 - 09.2022
- Designed and implemented machine learning models that enhanced predictive accuracy by 30%, leading to a 15% improvement in customer retention rates.
- Led development of techniques in natural language processing and computer vision, improving model precision by 12% and supporting key business functions.
- Built and upgraded data pipelines, cutting processing time by 20% while enhancing efficiency through advanced feature engineering and algorithmic tuning using Python and TensorFlow.
- Refined model training processes, leading to a 20% reduction in overall development time while maintaining high accuracy and robustness.
- Collaborated with 8 engineers on AI-driven initiatives, reducing manual intervention by 25% and enhancing operational efficiency.
- Partnered with cross-functional teams to define AI solutions aligned with business objectives, launching 5 features that enhanced product performance.
FullStack Engineer
MASS Group
01.2016 - 05.2018
- Led the end-to-end development of full-stack applications, achieving a 40% boost in system performance and reducing load times by 30% for client-facing platforms.
- Engineered both front-end and back-end components, enhancing application responsiveness by 25% and boosting data throughput by 35% through optimized APIs and efficient server-side architecture.
- Researched user experience and system design, refining application interfaces and backend logic to enhance real-time performance by 18% and improve system reliability.
- Coordinated with product and senior leadership teams to define project scope and deliver client-specific features, resulting in $2M revenue growth over 12 months.
Education
Bachelor of Computer Science -
Johnson University
08-2015
Skills
- AI Model Development
- Machine Learning Approaches
- Predictive Analytics
- Model Training Techniques
- Neural Network Design
- Image Recognition Techniques
- Text Analytics Solutions
- Python
- SQL
- PostgreSQL
- MySQL
- AWS
- Azure
- GCP
- AWS Lambda
- EC2
- Cloud Functions
- Docker
- Kubernetes
- Terraform
- Jenkins CI/CD
- RESTful API Development
- Nodejs
- Expressjs
- TypeScript
- Reactjs
- Microservices
- Serverless Computing
- Data Integration Techniques
- Real-time Data Processing
- Data Workflow Management
- Algorithm Efficiency
- Statistical Modeling
- Distributed systems
- Cloud-native deployment
- API Management
- GitLab
- Bitbucket
- JIRA
- Stakeholder Management
- Team Leadership
- Cross-functional Collaboration
- Team Leadership
- Cross-functional Collaboration
Timeline
Senior AI Engineer
Nimble Gravity
09.2022 - Current
AI Developer
Janus Henderson Investors
06.2018 - 09.2022
FullStack Engineer
MASS Group
01.2016 - 05.2018
Bachelor of Computer Science -
Johnson University
Personal Information
Title: Senior AI Engineer
Skills
Python, JavaScript, C#, SQL, TypeScript, React.js, Node.js, Express.js, RESTful API Development, GitLab, Bitbucket, HTML, CSS, Docker, Kubernetes, Deep Learning, TensorFlow, scikit-learn, Keras, PyTorch, Natural Language Processing (NLP), Computer Vision, Model Optimization, Data Pipeline Development, ETL, Apache Kafka, Reinforcement Learning, Predictive Modeling, Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Docker, Kubernetes, Terraform, Jenkins CI/CD, MySQL, PostgreSQL, Redis, AWS Lambda, EC2, Cloud Functions, Microservices, Serverless Computing, Distributed Systems, Cloud-Native Application Deployment, API Management, Scrum, Kanban, JIRA, Stakeholder Management, Team Leadership, Cross-functional Collaboration
Languages
English, Native