Sep 2020 – Feb 2021 · 5 mos

• Consulting for machine learning projects on Upwork. Completed projects include:
• Aspect Extraction for a Reviews dataset
• Hierarchical classification of Privacy Policies
• Domain-specific transformer fine-tuning and downstream training on a number of twitter datasets

Jan 2020 – Feb 2021 · 1 yr 1 mo · County Dublin, Ireland

• CURRENT PROJECTS:
• Irish to English machine translation service; PyTorch model, StreamLit web framework-
• www.nlp.irish, source of documentation and extraction code for Irish NLP datasets
• COMMUNICATION: ML-focussed blog at www.ntentional.com
• COMMUNITY: Ongoing community contributions in the fast.ai forums, assistance with ML lesson transcriptions and volunteer at ICLR2020
• KAGGLE:
• Deepfakes, video & computer vision (ended March 2020)
• Google QUEST, NLP (ended November 2019)

Jan 2018 – Dec 2019 · 1 yr 11 mos · Dublin, Leinster, Ireland

• Prototyping and evaluating Trust and Safety ML models, for deployment at scale
• Providing deep analytical support for a number of Safety problem areas
• Daily cross-collaboration with global Integrity product engineering teams, Ops problem teams, Legal and Policy teams
• Building scheduled data pipelines to serve core operational metrics
• Building at-a-glance and deep-dive dashboards to support operations monitoring and root cause analysis work
• Main tools: Jupyter Notebooks, PrestoSQL, PyTorch, Python

Jul 2016 – Dec 2017 · 1 yr 5 mos

• Developed & launched a profitable Machine Learning prediction model for the trading team
• Design and testing of an automated trading tool to interact with an exchange’s API
• Developed Tableau dashboards for trading analysis and reporting to management
• Price data collection via Selenium-based web-scraping tool
• Grew the business through setup, launch and trading of the UK electricity intraday market
• Traded environmental certificates and acquired same for our clients in the market

Jan 2016 – Jul 2016 · 6 mos

• Analysed new business opportunities for origination in Ireland and the United Kingdom
• Provided input into the structure of how the European electricity markets operate

Jun 2015 – Dec 2015 · 6 mos

• As a Strategic Business Analyst, my role primarily revolved around Market Intelligence and Strategic Business Development:
• Market Intelligence
• European energy market monitoring
• Analysis of market fundamentals, regulatory and policy developments and potential infrastructure investments.
• Reporting of relevant trends and market developments to senior management.
• Strategic Business Development
• Participation in the analysis and development of long-term business development opportunities ranging from customer business to asset acquisitions.

Sep 2013 – Feb 2015 · 1 yr 5 mos

• Undertook Danske Commodities' 18 month Graduate Programme with a focus on Risk Management throughout the business in Power, Gas and Certificates.
• Market analysis: gas, power and certificates
• Trading model development: gas and power
• Product development: certificates
• Risk reporting

Mar 2013 – Jun 2015 · 2 yrs 3 mos

• Business Analyst within the Origination unit. My primary roles consisted of:
• Internal analysis after the restructuring of the business unit
• External analysis on regulatory developments in the energy markets
• Preparation of new business developments

Jan 2013 – Jan 2013 · 0 mo · Copenhagen

Sep 2012 – Aug 2013 · 11 mos · Copenhagen Area, Denmark

• Consulting and Finance Coordinator, responsible for:
• Business development
• Creation and development of sustainable infrastructure fund concepts
• Global cleantech project pipeline improvement
• Client deliverables
• Other Responsibilities have included:
• Speaker, Website and Delegate Management for the largest business and finance conference to run in parallel with the UN COP negotiations - The World Climate Summit, Doha, Qatar, December 1-2
• Media & Communications Management for the Global Green Growth Forum (3GF), a high level stakeholder conference with the aim of accelerating the global deployment of the Green Economy - Copenhagen, Denmark, October 8-9 2012

Jun 2008 – Aug 2008 · 2 mos

• Summer Internship in the Physics Department. Carried out research into growing graphene on silicon and sapphire wafers using chemical epitaxy