Christopher Mobley Email & Phone Number

Vienna, VA, US

Mountain View, CA, US

Mclean, VA, US

• Led Sagely's ML pipeline development, enabling semantic search, recommender systems, and chatbots. Implemented pipelines on AWS utilizing Metaflow. Utilized Zyte for robust metadata retrieval and LangChain with.
• Established Sagely's ML team, integrating advanced tools for initial workflows and capabilities. Led and fostered collaborative development of innovative ML projects across business domains.

Mclean, VA, US

• Directed a team of 5, developing and implementing a rule-based classifier, which automated the security classification and marking of various document types, contributing to enhanced data security protocols.
• Conducted comprehensive research on embedding quality, leveraging hyperparameter sweep and exploring different techniques across multiple LMs, establishing optimal clustering pipeline, and enabling integration of.

Mclean, VA, US

• Orchestrated the design and deployment of a secure, AI-optimized $3.5M private cloud, utilizing OpenStack, Kubernetes, and Nvidia A100s, enhancing GPU compute across MITRE.
• Assembled and managed specialized AI team of 5-7 engineers, delivering “as-a-service” compute, storage, and security capabilities, expediting MITRE's AI adoption, and mitigating counter-AI vulnerabilities across $900M.
• Executed a rigorous evaluation and integration of workflow orchestration tools, enhancing MLOps workflows and augmenting the AI Platform's efficiency and technical capabilities.
• Guided AI platform adoption among high-profile organizations within MITRE, optimizing client outcomes through effective technical solutions and maximizing the utilization of the platform's state-of-the-art capabilities.

Mclean, VA, US

• Led a dedicated team of approximately 10 professionals, steering the development and delivery of tools to assess adversarial ML attacks on US Government object detection models. Innovated a novel watermarking approach.
• Engineered and maintained a comprehensive suite of tools that automated the training, evaluation, and inference across hundreds of SOTA object detection models, empowering MITRE teams, including those with limited.
• Integrated hyperparameter tuning into tooling, enabling the strategic setting of intelligent defaults and facilitating the fine-tuning of adversarial attacks on diverse models and data, enhancing the adaptability and.
• Successfully transitioned red team's tooling to US Government infrastructure, ensuring secure analysis, reporting, and performance evaluation on sensitive data and models, thereby aligning with stringent government.

Mclean, VA, US

• Architected and deployed ML tools for automated training, evaluation, and inference of transformer-based Named Entity Recognition models, enhancing deidentification of sensitive safety report data and enabling model.
• Invented a deep learning anomaly detection tool, employing hyperparameter tuning, SOTA transformer model embeddings, and an autoencoder, which identified 92% of anomalous safety issues and revealed 2 systemic issues.
• Crafted NLP tools automating fine-tuning of numerous SOTA Transformer-Based Language Models and enabling the training, evaluation, and inferencing of text classifiers, achieving an average of 10.24 F1 improvement.
• Collaboratively developed and deployed both traditional and deep learning-based predictive ML models, accurately forecasting unstable approaches 24 hours in advance through meticulous data processing and cleansing via.

Mclean, VA, US

• Engineered and implemented a robust, scalable image retrieval and automated tagging method, utilizing CNN feature vectors and employing dimensionality reduction, alongside an Approximate Nearest Neighbor search.
• Strategically established a mirrored US Government system infrastructure using OpenStack Object Store and MongoDB, facilitating accelerated internal development by ensuring compatibility and seamless integration with.

Mclean, VA, US

• Spearheaded the standardization of Metroplex Post Implementation Analysis employing PySpark/TDP, drastically curtailing data processing times from days to hours, while elevating data accuracy and ensuring.
• Executed comprehensive data analyses utilizing PySpark, skillfully managing diverse data types and storage mechanisms, and adeptly presenting insights and results through Jupyter and PowerPoint, catering to various.

• Collaboratively developed the company's strategic roadmap and business plan, providing technical direction and overseeing contract negotiations with industry leaders like General Atomic.
• Established a secure network infrastructure, incorporating end-to-end encrypted communication and collaboration tools to facilitate secure and efficient business operations.

Blacksburg, VA, US

Multistage Localization for High Precision Mobile Manipulation Taskso Developed a novel localization approach capable of achieving sub-millimeter accuracy without having to recalibrate the position of the robot's end-effector each time the robot's mobile base moveso Implemented multistage localization approach for high precision drilling and sealant.

Blacksburg, VA, US

Relevant Data Science CourseworkIntermediate Data Analytics & ML and Intro to Data Science (R and Python)o Compared different regression models (linear, dim. reduction, bagged/boosted trees, random forest, and Bayesian) performance in predicting subway ridershipo Acquired and cleaned both weather and subway ridership data, ~10 MB datasetComputer Vision.

Newport News, Virginia, US

Fluid Systems and Ventilation Engineering (10-week internship)o Worked on design and maintenance of the chill and potable water systems, as well as the HVAC systems on aircraft carriers

Automated Leave Tracking Systemo Designed and created a Regimental leave tracking system for 1000+ cadets using Google Forms and Sheetso Created a fillable PDF leave request forms to replace 60+-year-old paper copieso Began the development of an Access database to track and approve the created PFD requestsRegimental Survey Feedbacko Cleaned Regimental.

ME 4015, Engineering Design and Project | SWAT Boto Led team of 10 to design and build a surveillance robot for Virginia Tech’s ERTME 2024, Engineering Design and Economics | AeroChargeo Led team of 3 to design a hitch assembly for recharging a stationary electric vehicle

Blacksburg, VA, US

Responsible for the safety, well-being, and development of Echo Company, approximately 85 undergraduate cadets.

Newport News, Virginia, US

Test Engineering (10-week internship)o Created an Access database to assign, email, and track procedure updateso Exposed to the holistic nature of engineering: budgeting, scoping, training and the testing of systems on nuclear submarines and aircraft carriers

Blacksburg, VA, US

Guided 6 General Engineering Freshmen through their first semester at Virginia Tech

Responsible for making sure that the customer was taken care of in a timely and professional fashion, cleaning the shop, and counting the registers till fund.

Orlando, Florida, US

Supervised 10 employees and managed a specialty bakery in the park.Oversaw revenue and labor utilization, as well as, placed orders; performed scheduling, monitored food quality, and ensured customer satisfaction.

Orlando, Florida, US

Responsible for making sure that the customer was taken care of in a timely and professional fashion, cleaning the shop, and counting the registers till fund.

Responsible for making sure that the customer was taken care of in a timely and professional fashion, cleaning the shop, and counting the registers till fund.

Master’S Degree, Mechanical Engineering, Robotics

Bachelor Of Science (B.S.), Mechanical Engineering, Minor In Leadership Studies