Thinker // Developer // Idealist
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Hello! My name is Chloe Hom and I am a Product Manager based in San Francisco. I studied Computer Science and Data Science with an emphasis in Business and Industrial Analytics at the University of California, Berkeley.

I am an aspiring product enthusiast that encompasses engineering, data analytics, and design priciples; I and am specifically interested in the intersection between technology, business, and design.

I love traveling, exploring new cultures, foods, and landmarks especially w/ sunrises/sunsets. I also enjoy biking, hiking, playing video games, and spending time with friends/family. I’m always up for a good laugh or smile:)

Please scroll down to learn more about my work/experience and project portfolio. A conversation with me can literally be about anything or just about everything. Have a question? Contact me here!
Relevant concepts: Machine Learning, Database Systems, Artificial Intelligence, Internet Architecture and Protocols, Data Structures, Structure and Interpretation of Computer Programs, Data Mining and Analytics, Statistical Probability, Principles/Techniques of Data Science, Business Analytics, Marketing, Operations and Information Technology Management.

Relevant skills: Programming | Python, Java, Html/CSS, Javascript, SQL, R, Pandas, NumPy, Git, JUnit, Jupyter

Technologies | Windows, Mac, Adobe Creative Cloud (Photoshop, Illustrator, XD, InDesign), Excel, PowerPoint, Word, Figma, Sketch

Machine Learning Classification

Implemented neural nets for regression, handwritten digit classification, language identification using Python, PyTorch, Tensorflow

Python Pytorch Tensorflow

Airbnb Host Pricing Model

Predicted NYC rental prices and optimization pricing strategy for Airbnb Hosts categorized by private/shared room, entire home/apartment. Approached through data cleaning, data analysis, decision tree classification, neural networks (MLP classifier, Keras)

Python R Pandas

Spotify Product Recomendation

Spotify features to promote its mission that it isn’t simply about playing music; it’s about self discovery, curation, and social interactions. Also, recommended future features.

UI/UX Design Html Javascript CSS

Transport

Created a userspace implementation Socket that implements a TCP protocol in Python. Executed and designed a network simulator and Python TCP/IP stack.

Python TCP/IP

Indigogo Kickstarter Classification and Success Prediction Model

Predicted probability of success given categories, title length, feedback, pledge/goal amount using Python and Pandas

Python Pandas

Spotify user interface recomendation

A new light and dark feature to its user interface for both their mobile and web application platform.

Adobe Creative Cloud Illustrator Photoshop

"Munchie" Food Recipe Mobile Application

Created a web/mobile interface to display interactions and documentaries across users to share/find recipes using Figma, Sketch.

Figma Sketch UI/UX

"Triplogs" Travel Blog Mobile Application

Created a travel blog/diary interface to track travel and map destinations using Figma, Sketch.

Figma Sketch UI/UX

Doordash delivery time prediction

To make an accountable recommendation on predicting and improving delivery time, I focused on the life cycle of a delivery order in order to create features that could have strong predictive power. I also used data analysis in order to perform feature engineering for a better model performance on the training and test set.

Python NumPy Scikit-learn

See Complete Resume

Hover sections for more details :)
Visa is a trusted world leader in digital payment technology that connects and enables individuals, businesses, and economies to thrive

Driving cross-functional collaboration (Design, Research, Engineering) for Visa Developer Platform
BIDS is a central hub of research and education at UC Berkeley designed for data-intensive science.

Reinforced insights into both qualitative and quantitative data for quoted sources and language reasoning of Public Editor.
Re-engineered data extraction, cleaning, analysis, and presentation for medium to large computational text analysis datasets.

DSS is UC Berkeley's first student organization centered on data science and its interdisciplinary applications.

Researched trends on Crowdfunding/Kickstarter and defined success metrics of release date/season, marketing, audience, product, and vision.
Applied Python, Pandas, and Jupyter notebook to display data visualizations (Matplotlib, Pyplot, ggplot2). 
Interfaced with Network Engineers from the Development Engineering and Automation Testing team.


Acquired basics of automation in TCL, pyATS, and the modern network process run on Cisco’s testbed hardware and platforms.
VR@Berkeley is a student group dedicated to bringing virtual reality to the campus community. 

Executed virtual reality events and technical learning solutions for the Berkeley community hands-on. Partnered with augmented reality engineers to develop user scenarios and feature planning requirements.

First Chinese organization serving the growing Chinese-American community in Berkeley

Lead Outreach/Publicity and Design teams to ship quality merchandise products and flyers. Developed digital marketing and graphic designs for Facebook designed with Adobe Creative Cloud.

Toggled with Software Engineering, Marketing, Platform Design in their new cloud content team to launch new product features for their internal team. 


Interfaced with beta testing user groups in order to gather user feedback before launching.

FEMTech promotes gender diversity by inspiring women and underrepresented to excel in tech industry.

Developed an understanding of User Interfaces/Experiences by integrating HTML and CSS for web development and applications.
Email me at cahom@berkeley.edu or leave me a message below, and I will get back to you as ASAP! Thank you!
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