rebuilding site Sat Aug 8 03:31:36 EDT 2020

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Andrei Stoica 2020-08-08 03:31:36 -04:00
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Education Education
--------- ---------
* **Bachelor of Science - Computer Science**, {{< date "2018" >}} * **Bachelor of Science - Computer Science**, {{< date "2018" >}}
<br>*University of Ontario Institute of Technology (UOIT), Oshawa, ON* <br>*Ontario Tech University, Oshawa, ON*
* **Master of Science - Computer Science**, * **Master of Science - Computer Science**,
{{< date "Expected Completion 2020" >}} {{< date "Expected Completion 2020" >}}
<br>*University of Ontario Institute of Technology (UOIT), Oshawa, ON* <br>*Ontario Tech University, Oshawa, ON*
Work Experience Work Experience
-------------------- --------------------
* **Teaching Assistant** * **Teaching Assistant**
*University of Ontario Institute of Technology (UOIT), Oshawa, ON* *University of Ontario Institute of Technology (UOIT), Oshawa, ON*
<sup>{{< date "Sept. 2017 - Apr. 2018; Sept 2018 - Present" >}}</sup> <sup>{{< date "Sept. 2017 - Apr. 2018; Sept 2018 - Present" >}}</sup>
- Lead students on in-class activities - Lead classes of 20-25 junior and senior level undergraduate
students on in-class activities
- Corrected student work and provided feedback for improvement - Corrected student work and provided feedback for improvement
- Courses: - Courses:
{{< shortlist >}} {{< shortlist >}}
Mobile Devices Mobile Devices
- Programing Workshop - Programing Workshop
- System Development and Integration - System Development and Integration
- Web Development
- Interactive Media
- Compilers
{{< /shortlist >}} {{< /shortlist >}}
* **Research Assistant** * **Graduate Research Assistant**
*University of Ontario Institute of Technology (UOIT), Oshawa, ON* *University of Ontario Institute of Technology (UOIT), Oshawa, ON*
<sup>{{< date "May 2018 - Aug. 2018" >}}</sup> <sup>{{< date "May 2018 - Aug. 2018" >}}</sup>
- Worked toward developing a framework for classifying text data - Lead the research on text mining and natural language processing
- created a neural network that can classifies Computer Science terms queries in relational databases
- Topics and Technologies used: PostgreSQL, topic modeling, NLP,
Python, web services
Software Development Experience Software Development Experience
-------------- --------------
* Multiple Operating Systems - Linux and Windows experience in both school * **Programing**
work and personal life
* **Programing languages and Frameworks**
{{< shortlist >}} {{< shortlist >}}
Java and JavaFX Library Python
- Kotlin and Anko Library - Java
- Assembly
- C/C++
- Python
- Tensorflow
- Numpy
- Clojure and ClojureScript - Clojure and ClojureScript
- Javascript - C/C++
- Node.js - Kotlin
- HTML - Scala
- CSS
{{< /shortlist >}} {{< /shortlist >}}
* **Software Design and Development tools** * **Data Science**
{{< shortlist >}} {{< shortlist >}}
Unified Modeling Language Numpy
- Git - Scipy
- Visual Studio - NLTK
- Eclipse - Gensim
- Android Studio - Pandas
- MS Visio - Ipython Notebooks
{{< /shortlist >}} {{< /shortlist >}}
* **Database**
{{< shortlist >}}
PostgreSQL
- MongoDB
{{< /shortlist >}}
* **Web Serices**
{{< shortlist >}}
Flask
- NodeJS
{{< /shortlist >}}
* **Web Frontend**
{{< shortlist >}}
HTML
- CSS
- ClojureScript
- JavaScript
- Reagent
- React
- JQuery
{{< /shortlist >}}
* **ML/AI**
{{< shortlist >}}
Tensorflow
- scikit-learn
- word2vec
- fasttext
{{< /shortlist >}}
Project Experience Project Experience
------------------ ------------------
* NLP Relational Queries And Its Applications - *Thesis Project*
- Developed LDA extension to PostgreSQL to allow Topic Modeling of
text columns inside of SQL
- Created a web front end to visualize the change in topics over time for
academic authors and venues
- Published 2020 IEEE International Conference on Information Reuse
and Integration for Data Science
Technologies:
{{< shortlist >}}
Python
- SQL/PostgreSQL
- Flask
- HTML
- CSS
- D3.js
{{< /shortlist >}}
* **Vigenère Cipher**, {{< date "April, 2016" >}}
- Created a program that encrypts a user provided string using a user
provided key, and can decrypt a ciphertext using a user provided key
using assembly language
* **[Java File Server](github.com/andrei-stoica/csci2020u-TeamHypeFileSharing)**, * Scalable Analysis of Open Data Graphs
{{< date "April, 2016" >}} - Performed analysis of similarities between documents through
- Programed a server and a client that used to upload files to the server Canadas Open Data portal
and retrieve them using Java. - Provided insight into organization and connectedness of Canadas
Open Data
- Scalable and Distributed code base to allow for large dataset and
scaling with time
- Published and Presented at 2019 IEEE International Conference on
Information Reuse and Integration for Data Science
Technologies:
{{< shortlist >}}
Python
- SQL/PostgreSQL
- Apache
- Spark/PySpark
- Matplotlib
- GCP Storage
- GCP Dataproc
{{< /shortlist >}}
* **[AVL Tree](github.com/andrei-stoica/CSCI-2010U_Assignment3_AVL_trees)**,
{{< date "December, 2015" >}}
- Created a program that processes a stream of integers and stores them in an
AVL tree, then print a graph of the tree and traverse it to find a specific
number using Java
* **Falling Object Simulation**, {{< date "November, 2014" >}} * Canadian Political Twitter Analysis
- Programed a simulation of the motion of an object that is a connected to - Built tools to track and analyse the conversation surrounding
a bungee cord through the air using C++. Canadian politics on Twitter
- Tracked key figures and CDNPoli hashtag and predicted standings in
2019 election
Technologies:
{{< shortlist >}}
Python
- Tensorflow
- SQL/PostgreSQL
- Matplotlib
{{< /shortlist >}}
Hobbies Hobbies
------- -------
* Build computers for others, source and consult on components required,
install and teach then to install themselves troubleshoot software issues; * Free and open source software enthusiast
fix problems and after suggestion on avoiding future problems
* Set up printers; wired and wireless configuration
* Maintain a home media and storage server for family running the latest * Maintain a home media and storage server for family running the latest
Ubuntu LTS Ubuntu LTS
* FOSS enthusiast * Build computers for others, source and consult on components required,
install and teach them to install themselves