Dennis Tran Email & Phone Number

California, United States

Irvine, California, United States

VantaSoft is a software development agency based in Irvine, California that specializes in building mobile and web applications.

• Responded to technical questions, provided guidance to resolving issues, and concisely communicated complex topics

New York, United States

• Mentored aspiring data scientists by utilizing modern machine learning modeling techniques and technologies• Covered important mathematical and statistical concepts

Greater New York City Area

• Aimed to increase retention rate of students by solidifying knowledge taught in the data boot camp by providing constructive criticism, debugging homework assignments, and providing helpful insights to succeed beyond the classroom• Offered various alternative methods to manipulating and storing data types such as lists, dictionaries, and dataframes for use in data preprocessing/visualization

Irvine, Ca

• Prepared students for success within the field of data focusing on technologies such as Python, API Interactions, SQL/NoSQL Databases, HTML, CSS, JavaScript (Plotly.js, D3.js, Leaflet.js), R, Tableau, Big Data, and Machine Learning• Assisted with ensuring students understand the concepts through assignments and activities• Mentored students to understand how to read, organize and visualize data

Orange County, California Area

• Managed multiple data science team leads, led weekly meetings, generated progress reports for executives• Consulted for numerous client projects such as banking, healthcare, insurance, and IOT technology• Trained resident data scientists on essential practices in communicating and presenting data science solutions in a clear, effective manner

Huntington Beach, Ca

• Developed a prototype machine learning model for detecting fraud using client’s user account data• Navigated through high volume data to reduce feature size and extracted features corresponding to fraudulent activity• Used statistical methods to normalize skewness of features

Irvine, Ca

• Designed tools using customer data to support sales team with deciding products to promote• Built reports for monthly analysis on new product performance for future implementation into Salesforce• Extracted product data from the ERP system to forecast sales and drive business decisions

Irvine, Ca

• Assisted in teaching students the fundamentals of data science in python and introducing important machine learning algorithms• Added assignments for NumPy, Pandas, Data Visualization, Natural Language Processing, and Classification to the Data Science Bootcamp • Web-scraped horseracing data for use in the Project Based Learning curriculum

Los Angeles, Ca

• Designed and fabricated an adjustable, modular boundary layer in CAD for experimental use in a water channel• Measured the interactions of a flow against different porous and permeable surfaces for possible drag reduction applications• Implemented a flow visualization system using a dye injector to release fluorescent dye and utilizing UV technology for qualitative analysis

Cerritos, Ca

• Studied the process in which a stator is manufactured from start to finish• Remodeled tools to be compatible with newer stator designs using SolidWorks • Designed an extendable coiling table to improve efficiency in coiling the copper wires put into the stators as well as store all of the manufacturing supplies

Bachelor Of Science (B.S.), Mechanical Engineering

Machine Learning Engineer Nanodegree

Ai For Trading Nanodegree