About
As a former sergeant in the Marine Corps and current senior at Baylor University studying data science and statistics, I balance academic rigor with a deep love for my family. My military discipline and meticulousness complement my passion for uncovering stories in data and considering the long-lasting impact of our interactions. Excited by practical applications of data, I'm exploring areas like predictive analytics and social data science. With a mix of technical acumen and empathy, I'm eager to make meaningful contributions to my field.
Software Engineer & Data Scientist
Leveraging my skills as a software engineer and data scientist, I thrive in roles that blend these two disciplines, particularly as our world increasingly pivots towards data-driven decision making. I seek opportunities that allow me to apply my expertise in both fields, fueling my passion for creating innovative, data-centric solutions.
- School: Baylor University
- Major: Data Science, Statistics
- Email: mancerajose11@gmail.com
- Freelance: Available
Got a question about data science, software engineering, or my experience as a Marine? I'm always happy to chat. Feel free to drop me a line at my email above, or reach out on LinkedIn. I look forward to hearing from you!
Fun Facts
Outside of my professional and academic endeavors, I am an avid Philadelphia Eagles fan, reveling in the thrill and camaraderie of game days. A unique aspect of my personal life is that I have triplet siblings—a dynamic that has taught me invaluable lessons in collaboration, patience, and the beauty of individual differences, even among those who share so much in common.
Skills
While pursuing a double major in Data Science and Statistics at Baylor University, with a minor in Economics, I've developed a comprehensive skill set in software development, data science, and machine learning. My expertise encompasses a wide range of programming languages and technologies, including Python, C++, SQL, R, JavaScript, TypeScript, and Java, with a particular focus on cloud computing through AWS. My hands-on experience is highlighted by impactful software engineering internships at leading companies like SpaceX and Amazon, complemented by a leadership role in the U.S. Marine Corps, where I directly supervised 35+ Marines and Sailors. My project portfolio demonstrates my ability to translate theoretical knowledge into practical solutions, including the development of predictive models, portfolio recommendation systems, and trading strategies. My academic and professional journey is further enriched by certifications such as the AWS Certified Machine Learning - Specialty, along with projects that underscore my analytical acumen and technical versatility.
Resume
With a solid foundation in software engineering gained through internships at SpaceX and Amazon, and significant leadership skills honed in the U.S. Marine Corps, I bring a unique blend of technical expertise and disciplined leadership to the table. Explore the key milestones of my professional journey and academic background below.
Summary
Jose Mancera
Data Science and Statistics student with rich experiences at SpaceX, Amazon, and in the U.S. Marine Corps. Proficient in multiple programming languages and cloud computing.
- Waco, TX 76712
- (979) 479-1776
- mancerajose11@gmail.com
Education
Baylor University
2021 - 2025
Bachelor of Science, Data Science, Statistics
Minor: Economics
Professional Experience
Amazon Web Services (AWS)
Jun 2024 - Aug 2024
Software Development Engineer, Intern
- Developed a TensorRT-Model-Optimizer pipeline with quantization, sparsity, distillation, and pruning, increasing features by 180%.
- Developed and supported SageMaker LLM inference and Generative AI SDKs, resulting in a 43% reduction in inference time.
- Tested algorithms like AWQ, squeezellm, smoothquant, gpta, fp8, converting quantized artifacts for Large Mode Inference (LMI).
- Enhanced UX and support for Quantization Algorithms, streamlining quantizing models for various backends in LMI.
- Performed benchmarking tests on quantized models, improving resource utilization by 40% and cutting operational costs by 20%.
SpaceX
Jan 2024 - Apr 2024
Software Engineer, Intern
- Led the design and implementation of a microservices-based platform, ensuring scalability and reliability with Kubernetes.
- Implemented an ETL pipeline with Apache Spark, NiFi, and Airflow, improving SQL Server performance and data handling by 57%.
- Developed and designed an E-Invoice app to test and pull data from 3rd party vendor APIs, integrating data processing.
- Utilized Grafana to monitor performance metrics of microservices and ETL pipelines, achieving a 2x performance improvement.
Amazon
May 2023 - Aug 2023
Software Development Engineer, Intern
- Designed and migrated internal diagnostic tool to serverless architecture using Lambdas and ECS Fargate.
- Enhanced tool's performance and scalability significantly by 63%.
- Promoted 'Infrastructure as Code' using AWS CloudFormation and CDK, optimizing deployment workflows.
U.S. Marine Corps
Nov 2015 - Nov 2020
Work Center Supervisor, Sergeant
- Supervised and managed 35+ individuals and served as the final quality check on maintenance for all life support equipment.
- Managed 463 life support equipment assets valued at over $1.3 million.
- Trained personnel to complete 7 major maintenance qualifications, increasing division skillset by 25%.
My Resume
Portfolio Coming Soon!
My portfolio showcases a range of projects that I have developed during my academic studies, personal interests, and professional experience. These projects highlight my skills in software development, data analysis, and my ability to deliver effective solutions to complex problems. Each project tells a story of challenges faced, the process of finding a solution, and the resulting successful outcome.
- All
- Machine Learning
- Trading
- Web Development
Testimonials
Only one willing to vouch for me was Link.
Great dad!
Link
Best Son
Sneaks me treats when mom ain't watching!
Link
Food Enthusiast
Best pillow!
Link
Avid Napper
Gives me the longest walks!
