• Work with teams to identify requirements and the MVP to develop a new educational AI tool. • Built a full stack prototype in React, FastAPI, Python, and OpenAI on Linux. • Identify, configure, and integrate a past project success repository used by sales to showcase work. • Installed POC’s and worked with vendors to address issues.

• Technology textbook development for a nonprofit OpenStax.org.o Managed the budget and schedule in Smartsheet. o Led the prioritization of work and communication between teams and the client. o Motivated external team members by developing relationships. o Identified potential people to contribute, interviewed, and onboarded.

Python and Programming• Reviewed OOP, collected data via web scraping, used Pandas and Numpy for EDA, exploratory data analysis. Created data pipelines to easily swap out algorithms for comparing results and modifying parameters. Plotting demonstrations used bokeh when interactive and Matplotlib for quick reports. Probability and Statistics• Developed working prototypes to demonstrate key concepts such as MLE, CLT, Confidence intervals, bootstrapping, KDE, Hypothesis testing, Power / Sample sizeMachine Learning Algorithms and Key Concepts • KNN, Decision Trees, Bagging, Random Forests Linear Regression, Gradient Boosting with XGBoost• Logistics Regression, SVMs | Kernels• Cross Validation | Regularization, ROC | Profit curves, Model Interpretation• Clustering and Interpreting dimensionality reduction and recommendation systems• Model Selection | Bayes vs Classical inference | Multi-armed bandit

• Led DevOps migration across 15 technologies to move customers to a single point of contact and single interface which was a transformation in how we interacted with our customers. Conducted data analysis of current state to identify business challenge, determined ideal state and set forth project plan. Worked closely with 50 person team of technical professionals to execute. Empowered team to problem solve and free up senior leadership to focus on higher level business matters. • Created and implemented self-healing infrastructure and applications designed to automate top issues. Analyzed the data to identify top 10 issues across BPM, Tibco, Websphere and PeopleSoft. Automated standard processes significantly reducing response time and increasing overall customer satisfaction. • Managed the early adoption of Platform as a Service (PaaS) in a private Cloud for 100 + applications. Full automation allowed for a quick turnaround time without purchase of hardware, continuity among servers and transitioned management to the development team.

• Directed a budget of $2-4M, leading a team of 32 professionals supporting 15 business critical ERP global enterprise applications. Mentored and guided team on problem solving, analyzing and interpreting data and identifying business solutions. • Relocated 15 multi-server enterprise applications critical to bank operations. Resulted in $4M in savings and 33% reduction in storage. Completed a data collection to understand utilization and developed a rigorous execution plan seamless to end customer. • Significant volume of issues were flagged. Gathered data and directed application changes to eliminate a number of flagging issues resulting in a 50% gain in efficiencies. • Developed metrics to track workload and turnaround times responding to priority matters. Analyzed results and took measures to reduce response time and increased overall customer satisfaction. • Promoted a team environment where processes and data were questioned striving for continuous improvement.

• Directed the hardware sizing, middleware installations, upgrades and ongoing engineering and operations for Peoplesoft and Hyperion. • Focused on analyzing and documenting processes and creating standard work to drive consistency.

• Partnered with Salomon Smith Barney to develop a web portal that delivered trader information driving critical decisions for clients. • Implemented caching and threading to increase performance 400%.

Re-engineered TMP.com from Flash to ASP and created new global intranet with online class registration system. Mentored junior developers and implemented strategies that increased code efficiency, speed, and user experience. Wrote Java code including an applet to automate file transfers and a parser/scraper to access financial website data.