Mario Cuevas
New York
Summary
Computer science student with hands-on experience in Python, FastAPI, and Docker orchestration. Successfully architected scalable AI pipelines, reducing server costs by 20% and increasing customer retention by 12%. Seeking internships or full-time roles to contribute to product development and enhance operational efficiency.
Overview
2
2
years of professional experience
Work History
Founder & AI Engineer
Automeit.ai
New York
12.2024 - Current
- Processed 5,000 automated tasks per month in a closed beta of our AI agent platform, doubling throughput within two months.
- Secured three pilot clients—collectively saving them 30 hours of manual work per week—by tailoring agent workflows to their needs.
- Architected a lightweight, Docker-based orchestration system for LangChain agents, reducing server costs by 20% while improving overall reliability.
Software Engineering Intern
Vedi Robotics
New York City
05.2025 - 08.2025
- Developed a Python Flask microservice to serve a trained NLP model via REST API, cutting inference latency by 35%, and enabling real-time sentiment analysis in the company’s chatbot.
- Implemented a GitHub Actions CI/CD pipeline with Docker for TensorFlow model training and deployment, reducing manual release effort by 75%, and ensuring consistent, reproducible builds.
- Optimized a vision transformer model on AWS SageMaker through quantization and pruning, shrinking the model size by 60%, and lowering inference costs by 40% per 1,000 requests.
Data Science Intern
Be.Brooklyn
New York City
06.2023 - 08.2024
- Developed an end-to-end data-cleaning and ETL pipeline in Python that reduced raw data processing time by 40% and enabled daily refreshes of our analytics dashboards.
- Engineered a predictive churn-risk model using scikit-learn and XGBoost that achieved 88% accuracy, allowing the marketing team to target at-risk customers, and improve retention by 12%.
Education
Bachelor of Science - Computer Science
Clark Atlanta University
Atlanta, GA05-2026
Skills
- Python and FastAPI
- Prompt engineering and LangChain
- AWS SageMaker and Lambda
- Docker and Kubernetes
- SQL (PostgreSQL, MySQL) & MongoDB
- Real-time data processing (Spark/Kafka)
- Data Structures and Algorithms
- CI/CD with GitHub Actions
Extracurricular Activities
Student-Athlete (Baseball): Competed at the D1 (Coppin State) and D2 (Clark Atlanta) levels demonstrating elite time-management, discipline, and leadership as a team captain.
Member, AUC NSBE Club: Actively participate in chapter meetings, networking events, and community outreach initiatives.
Tutoring: Mentored 10+ peers weekly in Python, data structures, and algorithms helping raise average student grades by 20%
Timeline
Software Engineering Intern
Vedi Robotics
05.2025 - 08.2025
Founder & AI Engineer
Automeit.ai
12.2024 - Current
Data Science Intern
Be.Brooklyn
06.2023 - 08.2024
Bachelor of Science - Computer Science
Clark Atlanta University
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