IMMO

Building core IP around investment strategies and operations to enable acquiring and managing residential real estate single units at scale.

Leading projects on automating comparable search, Structured information extraction using LLMs, inferring asset features from images and text, bringing geospatial intelligence in sourcing/ investment strategy, modeling market risk and growth.

We leverage cloud data infrastructure and large datasets including (100M+ geospatial data points, 10M+ images, RE listings data, time-series of various indices and text data). 

Hands on experience in building from scratch to deploying production-ready APIs which serve models and proprietary algorithms. Making use of serverless framework with AWS for development and deployment, python, SQL, Snowflake, among other technologies.

Working in a cross functional setup which requires succinct communication and quick response time. 

Modelling approaches we use frequently include instance-based learning, clustering, multi-modal LLM models, zero-shot learning, fine-tuning pre-trained models, forecasting, ensamble learning, stochastic models and real-time machine learning algorithms.

Senior Data Scientist

Sparks 

Fighting information overload by building a self-organised, personal knowledge base.

Developed a hybrid NLP algorithm which powers the creation of user-specific knowledge graphs with degrees of interaction.

Co-Founder

CARV3D

Deep Learning for synthetic media | Patent method published in the UK

Built an innovative B2B service to enable scale in 3D assets creation pertinent to realistic facial animation. Worked closely with a large UK AAA games development studio.

-> https://www.ipo.gov.uk/types/patent/p-os/p-find/p-find-publication-getPDF.pdf?PatentNo=GB2597111&DocType=A&JournalNumber=6922&fbclid=IwAR14KQwtEpIAwdpT1oiFqv_5LKJeukJOC-iU6DX2CJ1lhi6m1APlNKgHdqc

Entrepreneur First

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Funded founder

Airbus Defence and Space

• materials R&D in hybrid (chemical/plasma) space propulsion systems. 
• International joint project with AIRBUS D&S, SURREY SPACE CENTRE, University of Surrey Chemistry Department.
• Communicated technical subjects and new findings effectively which shaped the course of the project.

Post Doctoral Research Fellow

Castolin Eutectic

•As a side project, I developed the first software tool (Matlab) to predict properties of thermal-sprayed coatings applied to any complex geometry (cover page of Journal of Thermal Spray Technology, Aug18) - now used in industry. 
• Industrial robot programming.
• Materials characterisation.

Visiting Doctoral Researcher

University of Surrey

Chemical and process engineering, granular flow, lab experiments

Teaching Assistant

Rolls-Royce

As part of the MSc program, I developed and presented a test method to asses the blades in jet engines in terms of their resistance to airborne volcanic ash induced damage using image analysis. 

This led to a PhD offer from RR.

External Consultant

Aristotle University of Thessaloniki

Development of an explicit dynamics analysis of high-speed rolling of a non-pneumatic wheel.

Self initiated study

collaboration with the Chemical engineering department

Student Researcher

I care about elegant solutions to important problems

Taplio

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