 
Teaching activities, mostly introductory courses, tutorials and labs in various technologies and concepts: fundamentals of programming, algorithms, object oriented programming, web development and machine learning.

University Lecturer

Remote freelance developer on various sites. Mostly doing Machine Learning and Python work.

Freelance software developer

Teaching activities, mostly introductory courses, tutorials and labs in various technologies and concepts: fundamentals of programming, algorithms, object oriented programming, web development and machine learning.

Teaching Assistant

Web application developer using ASP.NET, SQL Server and Javascript.

I was responsible for developing new features for various intranet applications used by some public institutions (city halls, police stations etc.).

Also worked on migrating old databases for better performance.

Software developer

High school and then University teacher in Computer Science.

Taught High School AP Computer Science.

Currently teaching introductory courses, tutorials and labs at the university for Python, Java, C#, .net core, algorithms and data structures, C, C++.

A lot of machine learning experience, mostly gained during my 3 PhD years. Mostly ran experiments and finetuned algorithms to provide better results on our data sets. I worked with data from various fields and used algorithms raging from genetic algorithms, to linear and logistic regression, to SVMs, to most neural networks and also decision trees and random forests.

I also did freelancing and industry work using machine learning, where I used tensorflow intensively, mostly in computer vision applications.

Used Python 3 intensively in my teaching and research career. Our first year university students work a lot in Python. For some of them, it's their first contact with a programming language, so as an educator, I must have a strong grasp of the language in order to properly teach them.

Also used Python 3 for most of my machine learning work.

Participated and won prizes in many algorithmic programming competitions in high school and college. Active on various online judge sites.

Freelance web development projects of varying complexity delivered successfully to clients around the world and in various industries and domains.

I always worked with cutting edge technologies and made sure to deliver top quality work.

Experienced developer with over 10 years of teaching, freelancing and research experience.

Vlad Ionescu

Developed a machine learning pipeline that could take as input user stories in plain English text and return an estimation in hours of how long the necessary features would take to be devloped by a given team.

The system was tested on real world company data and performed better than other automation software for this task.

Personal details

Vlad I.

Summary

Technical skills

Work Experience

Personal Projects