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Work Background
Snap AnalyticsHead of Applied AI
Nov. 2023 - Dec. 2024Bristol, England, United Kingdom
ExinityChief Data Officer
Jun. 2022 - Feb. 2023
Behavioural AIDirector of Applied AI
Mar. 2021London, England, United KingdomBehavioural AI is a boutique Artificial Intelligence consultancy specialising in developing bespoke AI and machine learning solutions for businesses. We help businesses throughout the entire Data & AI transformation, from defining an AI strategy to implementing an "AI Factory" for operationalising AI development and deployment in production. We leverage Generative AI, Machine Learning, visualisation tools and predictive analytic algorithms to reveal impactful insights from commercial data and business models.
PicPayChief Data & AI Officer - CDO
Feb. 2020 - Feb. 2021São Paulo / London- Led Data & AI transformation strategy.
- Led Behavioural Data Science to create customer behaviour representation embeddings & predictive models.
- Responsible for the Development & Deployment of Machine Learning models applied in Growth, Credit, Customer experience & service, financial fraud etc..
- Responsible for the following areas: Data Engineering, Data Governance, Data Analytics, AI/Machine Learning, DataOps, MLOps, Business Intelligence, Information Management & Reporting, Behavioural Data Science, Credit Modelling with the view to create a consistent Data & Aanalytics "as-a-Service" platform to support a true Data-Driven organisation.
BarclaysDirector of Machine Learning
Nov. 2017 - Feb. 2020London, Greater London, United KingdomResponsible for the Machine Learning Centre of Excellence, which aimed at an AI & Data-Driven transformation through applied Machine Learning. The CoE defines processes, best practices, standards, and the development & deployment Machine Learning advanced models for fraud detection/prevention, complaints prediction and prevention, Chatbot, customer finance coaching, Customer Embeddings, Recommendation systems, text summarisation etc.
HCL TechnologiesHead of Machine Learning CoE
Nov. 2015 - Jun. 2017London, United Kingdom
UbiMobi Technologies Ltd.CEO / Founder
Feb. 2011 - Nov. 2015London, United KingdomUbiMobi Technologies is a software powerhouse that specialises in Mobile Application Development and Ubiquitous Technologies. Some examples of Android Application developed recently:
o Sun+ Goals – April 2013 till present – Development of football app for The Sun newspaper. Use of top-notch Android API for Live video playback, RESTFul (using GSON for Json parsing), Urban Airship Notifications, Omniture etc.
o TomTom - Developing TomTom’s next generation Android app with Nuance’s Speech Recognition. It uses the Android SDK and NDK to interface with Nuance’s C++ library.
o Gear4 Connect - It’s a music player which connects via USB to the upcoming Gear4 Android Speaker Dock. It was developed based on the Android Open Accessory API to support music streaming over USB. It features, Music Player, Radio and Alarm Clock. It supports Android 2.3.4 up to 4.1.2. The project encompassed the development of a native Android app and a firmware for the Speaker Dock, written in C.
o Zeebox - Zeebox is a new company, with the aim of making TV better by bringing the power of the web to every second of live TV – and making it a more immersive and social experience than ever before.
o IRX - It’s a medical application for the King’s College London. It’s aimed at Medicine students for cataloguing and categorising medicines and the diseases they treat. It allows the students to register video and audio notes as well as written notes for any given drug or disease and share these notes with other.
o Karaoke by Puresolo - It’s a Karaoke application which allows user to record their songs and share with friends.
o eBizCard - eBizCard is a virtual business card app which allows the user to create custom business cards and exchange via NFC, QR Code or email.
o TypeNGo Pro is a safe tool to use when you need to type a message while walking. It features SMS Text-To-Speech which reads incoming SMS out loud to you. It helps you to keep safe while driving.
MathEmbeddedCEO
Jun. 2009 - Feb. 2011Opening new markets for MathEmbedded within and outside of the UK, which includes technical sales and negotiation. Working closely with clients to identify and deliver innovative solutions to their specific needs. Providing executive leadership to various project teams on client projects from strategic planning through implementation and deployment. Creating cooperations & partnerships in challenging markets to fulfil demands. Identification and exploration of new business opportunities.
STMicroelectronicsSoftware Micro-Architect
Apr. 2007 - Apr. 2010Working in the Home Video Division on software design for HDTV and Set-Top-Boxes. Design and implementation of portable drivers for SoC across different Os's, such as ST proprietary RTOS, Linux and WinCE. Reviewing Software Design, Software Quality and code portability. Successfully introduced Software Measures (Metrics), such as Maintainability Index, into development process. Responsible for the design of Power Management Solution for embedded software to leverage hardware capabilities. Development of several Linux device drivers. Implementation of Linux fast boot to achieve demands of HDTV. Management of Linux releases for development and distribution. Published various internal papers on Software development process for embedded system, software quality, software maintainability, code cloning and its impact in software maintainability etc. Research in Speech and Language Processing, in particular in Speech Synthesis and Recognition.
Commtact Ltd.Senior Embedded Software Engineer
Aug. 2006 - Mar. 2007Yavne, IsraelExercised critical analysis and innovative, research-based approach enacting enhancements for systems related to flight and mission control. Successfully designed and developed intelligent autonomous systems based on artificial intelligence algorithms.
Guardit Technologies, LLCLinux Kernel Engineer
May. 2005 - Mar. 2006Petah Tikva Area, IsraelDevelopment of on-chip firewall on ARM 9 platform and Linux 2.6 kernel; Development of Network Device Drivers and kernel modules for ARM-Linux, such as frame and/or packets capturing and manipulation; Work on the following Network Protocols: TCP\IP, PPP, PPPoE, Bluetooth, Ethernet.
Design of system architecture. Definition of the firewalls features. Design of Intrusion Detection System (IDS). Set up of Development environment (toolchain, target filesystem, uclibc) for ARM-Linux. Improvement of current code for better performance on ARM processor.
Weizmann Institute of ScienceConsultant
Apr. 2002 - Apr. 2005Research and Development of Grid Computing in Israel, in a joint project with CERN Switzerland; Network Security Setup and Management for PP Private Network; Set up of PP Virtual Private Network; Design of Firewall Rules (Linux Iptables) and set up of Adaptive Firewall; Set up of Intrusion Detection System (Snort and another IDS developed by myself); System Hardening against misuse or abuses; Network Vulnerabilities Test (Network Security Assessment).
NetTech Consulting LtdFounder / Managing Director
Feb. 1997 - Oct. 2000Information Systems and Network Security Assessment for banks and telecommunication companies; Development of Device Drivers on LINUX; LINUX Networking Programming (TCP/IP), and KERNEL Hacking; Design and Development of Components in C++ for Internet Banking; Development of Billing Solution for Credit Card Operation (Platform: LINUX - Language: C, C++ and JAVA); Development of a Career Planning and Succession Plan System; Development of Virtual University Solutions, using JAVA; Development of Knowledge Management System, fully developed in JAVA accessing Oracle Database ,and Implementation of EIS and ERP fully developed on Oracle Database using Oracle Designer 2000; Project Management, including budget, human resources (about 30 people) and schedule.
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