Using machine learning to enhance portfolio value
Published in the June 2011 edition of the ANZIIF Journal (Volume 34 No 2), this article discusses ho...
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John Yick
PrincipalJohn Yick
PrincipalPh +61 2 8252 3384
Mobile +61 412 991 238
LinkedIn: https://www.linkedin.com/in/john-yick-3191a291/
Qualifications
PhD, MAppFin, BSc (Hons)
John is a statistician and a Principal at Finity leading the statistics and advance analytics team. He has over 18 years of hands-on experience using advanced analytics techniques to deliver commercial strategies and outcomes for his clients. He specialises in advising companies on price optimisation, customer behaviour modelling and making better use of data to derive valuable insights in general. John is also one of the leaders within Defin’d, Finity’s big data consulting practice area.
Areas of Expertise
- Price optimisation and pricing strategies
- Data analytics and predictive modelling
- Customer behavioural modelling
- Machine learning and statistical techniques
- Big data analytics and consulting
Talk to me about
- Defin’d
- Predictive modelling
- Monitoring models & portfolio performance
Marcello Negro
PrincipalMarcello Negro
PrincipalPh +61 3 8080 0900
Mobile +61 410 529 952
LinkedIn: https://www.linkedin.com/in/marcellonegro/
Qualifications
BComm. (Hons), Dip. Sci, FIAA, CERA
Marcello is a Principal at Finity with over 10 years’ experience in General Insurance and deep technical expertise in pricing and data analytics. Marcello brings value to his clients by delivering technology-based solutions that combine the actuarial approach, advanced data analytics, and a practical understanding of how businesses operate. He has been heavily involved in the success of Finity’s market leading competitor monitoring platform – Finesse, as well as emerging products such as Finrater. As a leader of Finity’s insurtech team, he has been instrumental in successful go-to-market strategies for a range of insurers, underwriting agencies and start-ups. He is constantly on the lookout for new and innovative technologies, and ways to partner with organisations of all kinds, to bring value to his clients.
Area of expertise
- Pricing & portfolio management
- Artificial intelligence
- Statistics
- Insurtech
- Personal Lines
- Commercial Lines
- Underwriting agencies & brokers
Talk to me about
- Finrater
- Finesse
- Finquote
Nelson Henwood
PrincipalNelson Henwood
PrincipalPh +61 2 8252 3460
Mobile +61 438 656 341
LinkedIn: https://www.linkedin.com/in/nelson-henwood-402848128/
Qualifications
BEc, FIAA
Nelson is a Director and Principal of Finity Consulting with over 20 years’ experience in General Insurance. Nelson leads Finity’s personal lines pricing practice. He specialises in providing analytics, pricing and portfolio management advice for personal and commercial lines to a range of clients in Australia and New Zealand.
Areas of Expertise
- Pricing – personal lines and small commercial
- Underwriting and product design
- Portfolio monitoring systems
- Statistical modeling of claims and sales experience
- Portfolio segmentation using machine learning
- Insurance systems and pricing engines
- Price optimisation
Talk to me about
- Pricing & Portfolio Management
- Predictive modelling using statistical and machine learning methods
- Optimal pricing decisions
- External data
- Best practice rating algorithms
- Strategic pricing & underwriting
- Telematics
"Working in partnership and deeply understanding the clients business and unique needs, we solve business challenges through data analytical techniques. Our research and development is also a key part of what we can provide to our clients, empowering their own internal teams with current practices."
Advertising pricing strategy
We worked closely with one of Australia’s leading Telecommunications firms to help optimise the pricing strategy of their online classified advertising business.
Insights to inform & inspire
Machine Learning. Does it have a place in Commercial Lines?
Presented by Simon Young, Finity, at the 2017 Commercial Lines Seminar in Sydney.
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