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As part of a business optimization partnership, we help organizations expand their digital footprint and streamline internal operations. We design scalable online platforms and implement automation systems that enable efficient, long-term growth.
Lunch Mate is a calendar-first school lunch ordering system where parents manage student meals and checkout, while admins run schools, menus, refunds, announcements, reporting, and staff permissions from one console. The platform combines consumer-grade UX with back-office controls for real school operations.
Our Business Website + Brand Redesign Package combines a high-converting website refresh with a full visual identity update, including a newly designed custom logo tailored to your business.
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In Progress
Selected work in analytics, forecasting, and applied machine learning.
Two years (2021-2023) of Divvy rideshare & Chicago weather data was stored in PostgreSQL tables & processed for analysis. Community-level weather sensitivity analysis was done using QGIS, Power BI, sklearn, & SQL. Findings were presented in a Figma presentation with Power BI visualizations and QGIS maps.
Two months of Divvy bike rideshare data was stored in MongoDB and processed for analysis. The workflow included data cleaning, outlier removal, and statistical analysis using ArcGIS Pro, PyMongo, and Pandas. Insights were presented through Tableau, Power BI, and Matplotlib dashboards.
As part of a three-person team, I helped build a facial emotion recognition system that fused text, audio, and video features using Bi-LSTM, RNN, and a BERT-GNN hybrid approach. The final system reached 68% test accuracy and was documented for both technical and non-technical audiences.
This project modeled the Stock Market Volatility Index (VIX) using 46 Economic Market Volatility trackers across 1990-2023. I built and tuned an OLS regression model with Elastic Net regularization in R, evaluated with LOOCV, and achieved strong predictive performance in a high-dimensional setting.
Majored in: Applied Statistics, Communication, Culture, Humanities & Technology (CCIT)
Minored in: Computer Science
Issuer: LinkedIn Learning
Beginner LinkedIn Learning course covering QGIS fundamentals, including installing QGIS, working with vector and raster data, creating 2D and 3D maps, styling and spatial analysis, and using plugins and Python basics to publish and automate workflows.
Issuer: Coursera
IBM-authorized professional certificate focused on entry-level data analytics, covering analytical techniques, data visualization and dashboarding, and communicating insights using real-world datasets.
Issuer: C++ Institute
Foundational C++ certification covering core programming concepts, data types and control flow, functions, and object-oriented fundamentals (classes, inheritance, exceptions, and operator overloading), with practical labs aligned to the CPA exam track.
Issuer: Cisco Networking Academy
Introductory course on IoT and digital transformation covering connected devices and sensors, networking and cloud fundamentals, data and cybersecurity considerations, and real-world automation use cases across industries.
Issuer: Cisco Networking Academy
Associate-level networking certification track covering configuration and troubleshooting of small to medium networks, including IPv4/IPv6 addressing, switching and VLANs, static and dynamic routing, ACLs, NAT, security fundamentals, and network operations.