Резюме Machine Learning Engineer

Профессиональные навыки

• MongoDB
• AWS
• Business
• C++
• CIPA
• Cloud
• CouchDB
• Data Analyst
• Git
• Github
• Initiative
• Java
• JavaScript
• Lua
• Machine learning
• Management
• Matlab
• OpenCV
• Outlook

Исходный текст

Highly analytical professional with extensive experience in developing machine learning models, managing team of engineers, and hiring new staff.

Accomplished professional with proven success in directing and leading machine learning projects with keen focus on maintaining effective coordination with stakeholders. Remarkable proficiency in resolving problems and facing challenges to ensure smooth execution of processes. Instrumental in performing various tasks such as data analysis, predictive modelling, stage production, and artiste management. Expert in overseeing companys’ product portfolio to develop key advantages of products.

Technical Proficiencies

Career Experience

Omdena, Mountain View, CA 2020 – Present

Lead Machine Learning Engineer & Technical Mentor

Lead machine learning engineers team to analyse patterns with keen focus on preventing online sexual violence against children using natural language processing and visualisations. Instructed and motivated machine learning engineers to accomplish educational and career goals. Assess population and demographic affected in case of weather-related natural disasters by developing machine learning models. Leverage web apps to develop and deploy models.

• ●●Construct AI model for deployment on edge devices to find weeds for automated laser removals by leading and directing two teams.

• ●●Ensure proactive participation in machine learning projects related to data collection and formatting.

Udacity Inc., Mountain View, CA 2015 – Present

Team Guide/Project Code Reviewer/Mentor

Provide effective guidance to student teams while producing positive group dynamics, delivering feedbacks to students, and setting expectations for week-to-week progress by primary focus on enhancing student outcomes. Plan and conduct code review and evaluate projects to oversee student project submissions. Deliver actionable feedback to students and enhance code reviewing skills.

• ●●Guided and advised machine learning engineers to improve their understanding of materials.

• ●●Ensured smooth project execution by resolving problems and challenges in machine learning.

Pentagon Entertainment, (TIX.NG/Loud Africa), Lagos, Nigeria 2018 – 2020

Chief Technology Officer

Offered highly analytical approach, while developing ticketing platform and RFID access control/payment systems product portfolio. Spearheaded end-to-end activities involved in hiring, developing, and managing engineers/non-engineer staff. Performed additional tasks such as legal, stage production, fundraising, and artiste management. Oversaw technical development of company’s product portfolio and executed latest technologies to produce key benefits of products.

• ●●Transformed data optimization by collecting information and insights from multiple sources.

• ●●Led process improvement by managing team of engineers to assure quality, security, and stability of software products.

• ●●Developed and deployed strategic plans of technical aspects of company’s tactics to ensure product development and platform alignment aimed at accomplishing organisational goals.

Focus Business Strategies, London, United Kingdom 2013 – 2014

Data Analyst/Junior Software Developer

Performed multiple activities including data analysis and predictive modelling by coordinating across various departments. Executed all functions involved in analysing data of varying formats, researching data off the web, and interpreting data to synthesise useful as well as insightful visualisations. Utilized Microsoft Azure cloud services to fulfil cloud-computing related needs and establish servers as well as virtual machines.

• ●●Delivered proactive assistance to IT business systems by collaborating with analyst programmers.

• ●●Optimised operational efficiency, while ensuring reliability, fitness for purpose, security, safety, and maintainability of software.

Education

Nanodegree – Deep Learning Engineering

Udacity

Nanodegree – Machine Learning Engineering

Udacity

MSc. Computing & IT

Open University, UK

Projects

tsExtract - Created open-source python library to preprocess time series data. The library transforms time series data to a form that may be fed to any of a number of standard ML algorithms.

Publications

Global Legislative Review of Child Sexual Abuse Material (CSAM) & Online Grooming for Sexual Purposes - Analytics Vidhya (2021)

Topic Modeling of Scientific Literature on Online Sexual Abuse Materials (CSAM) - TowardsDataScience (2021)

Exploring Scientific Literature on Online Violence Against Children Using Natural Language Processing - Omdena (2020)

Preprocessing Time Series Data for Supervised Machine Learning - TowardsDataScience (2020)

Wind Energy Trade with Deep Learning — Time Series Forecasting - TowardsDataScience (2020)