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Envision Energy | London, UK
Feb 2022 – Dec 2023
-Developed and deployed an advanced machine learning system utilizing Python and TensorFlow, achieving an impressive accuracy rate of over 80% in predicting hardware malfunctions, leading to significant cost savings and increased operational efficiency.
-Orchestrated the creation of a comprehensive real-time reporting infrastructure for executives and stakeholders by leveraging SAS, Tableau, and proprietary systems; enabled timely data-driven insights, resulting in a increase in revenue and streamlined processes across the organization.
-Worked closely with a team of data engineers and BI analysts to improve the efficiency customer recommendation analytics engine.
-Validated incoming data to check information accuracy and integrity while independently locating and correcting concerns.

Machine Learning Engineer
Kingsmen Digital Ventures | Irvine, California
Feb 2019 – Dec 2021
-Created machine learning models to improve inventory management, leading to a 21% decrease in stockouts and a 18% increase in inventory turnover.
-Designed and managed AI systems and applications, enhancing operational efficiency through automation and reducing errors.
-Restructured and managed AI-based databases, implementing data cleaning and preprocessing techniques to enhance data quality and reduce data retrieval time.
-Analyzed different aspects in Blockchain to incorporate parking availability for the citizens of Detroit.  Planned and conceived computer systems using information engineering, data modeling and structured analysis.","rawText":"Data Scientist Envision Energy | London, UK Feb 2022 – Dec 2023 -Developed and deployed an advanced machine learning system utilizing Python and TensorFlow, achieving an impressive accuracy rate of over 80% in predicting hardware malfunctions, leading to significant cost savings and increased operational efficiency. -Orchestrated the creation of a comprehensive real-time reporting infrastructure for executives and stakeholders by leveraging SAS, Tableau, and proprietary systems; enabled timely data-driven insights, resulting in a increase in revenue and streamlined processes across the organization. -Worked closely with a team of data engineers and BI analysts to improve the efficiency customer recommendation analytics engine. -Validated incoming data to check information accuracy and integrity while independently locating and correcting concerns. Machine Learning Engineer Kingsmen Digital Ventures | Irvine, California Feb 2019 – Dec 2021 -Created machine learning models to improve inventory management, leading to a 21% decrease in stockouts and a 18% increase in inventory turnover. -Designed and managed AI systems and applications, enhancing operational efficiency through automation and reducing errors. -Restructured and managed AI-based databases, implementing data cleaning and preprocessing techniques to enhance data quality and reduce data retrieval time. -Analyzed different aspects in Blockchain to incorporate parking availability for the citizens of Detroit.  Planned and conceived computer systems using information engineering, data modeling and structured analysis.","canEdit":false,"editUrl":"https://www.workana.com/freelancer/723c25c15cda624eda2e48181986291d/profile/history","g11n":{"edit":"Edit","save":"Save","cancel":"Cancel","warning":"Warning: Don't share contact information or you may be blocked.","expandText":"View more","collapseText":"View less","placeholder":"Describe your work on previous projects, your role, and your contributions for each milestone of your professional career. Tell us how your work has brought value to the projects you have collaborated on in the past. Choose the most relevant aspects for each position, what you learned and achieved, and anything else that will help in understanding your career path."},"validation":{"required":true,"min":20,"max":50000}}},"profileCompleteness":{"show":false},"newProfileCard":{"canEditCompany":false,"canAddFavorite":false,"addFreelancersDropdownTitle":"Add to list","isHero":false,"isVerifiedAgency":false,"companyVisibleName":"J. T.","companyId":10368679,"companyHash":"723c25c15cda624eda2e48181986291d","ratingData":{"rating":0,"hasRating":false,"width":"width: 0","noRatings":"No ratings yet","average":0,"ratingText":"No ratings yet"},"profileVisibilityEditInitials":{"isChecked":true,"actionUrl":"https://www.workana.com/companies/profile/edit/visibility","g11n":{"toggleLabel":"Public Profile"}},"agencyEditInitials":{"isChecked":false,"actionUrl":"https://www.workana.com/companies/profile/edit/is_agency","g11n":{"toggleLabel":"Agency Profile"}},"phone":{"text":"Phone number: ","canEditPhone":false,"hasPhone":false,"number":null},"countryData":{"country":"JP","name":"Japan","class":"flag flag-jp","url":"https://www.workana.com/en/freelancers/japan?ref=freelancer_view","blankGif":"https://cf.wkncdn.com/static/assets/build/img/blank.4f4e80a62.gif"},"hourlyRate":{"text":"Hourly rate:","rate":"USD 25.00","isSet":true,"currency":"USD","amount":"25.00"},"mainSkill":{"isSet":true,"text":"Freelancer expert in IT & Programming"},"public":true,"clarificationText":"Allowed formats:
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Experiência em GovTech: Histórico comprovado com projetos de transformação digital do governo de Singapura (SingPass, integração da API MyInfo) - Soluções multilíngues: Desenvolvimento de aplicativos que oferecem suporte perfeito a inglês, mandarim, malaio e tâmil - refletindo a diversidade de Singapura - Compromisso com MVP em 48 horas: Do quadro branco ao protótipo funcional em 2 dias, garantido ✅ MEU DIFERENCIAL COMPETITIVO: PADRÕES DE SINGAPURA + GLOBAIS Posicionado de forma única na capital tecnológica da Ásia, ofereço: - Escalabilidade regional de Singapura para toda a região da Ásia-Pacífico - Conformidade com a rigorosa Lei de Proteção de Dados Pessoais de Singapura (PDPA) - Expertise em soluções de pagamento transfronteiriças - Iniciativa Smart Nation Alinhamento - Disponibilidade 24 horas por dia, 7 dias por semana, em todos os fusos horários ✅ CONQUISTAS COMPROVADAS - Mais de 500 projetos entregues na região da Ásia-Pacífico - Mais de S$ 5 milhões em valor gerado para o cliente - Mais de 15 colaborações com agências governamentais - Mais de 50 integrações com FinTechs (PayNow, NETS, GrabPay, PayLah!) - Aplicativos atendendo a mais de 3 milhões de usuários no Sudeste Asiático - 99,9% de tempo de atividade em sistemas de missão crítica ✅ AMPLO CONJUNTO DE TECNOLOGIAS Domínio de Programação: - Sistemas: C++, Rust, Go (sistemas de negociação de alta frequência) - Backend: Java (Spring), Python (FastAPI), Node.js, Scala - Frontend: React, Vue.js, Angular, Next.js - Mobile: Swift, Kotlin, React Native, Flutter - Blockchain: Solidity, Move, Rust (Solana) - Dados: R, Julia, MATLAB (quantitativo) Finanças) Especialização específica em Singapura: - Gateways de pagamento: Stripe, PayNow, NETS, FAST - APIs governamentais: SingPass, MyInfo, CorpPass, NDI - Nuvem: AWS (região de Singapura), Alibaba Cloud, Azure - Conformidade: Diretrizes da MAS, PDPA, padrões da IMDA - Idiomas: Localização para inglês, zimbabuano, malaio e taiwanês Ferramentas de IA e ML: - Desenvolvimento: Claude, Cursor, Copilot, Tabnine - Operações de ML: TensorFlow, PyTorch, Hugging Face - Dados: Pandas, NumPy, Apache Spark ✅ O QUE EU ENTREGO - Sessões de programação ao vivo com IA - Desenvolvimento em tempo real - MVPs de FinTech com conformidade regulatória integrada - Soluções de pagamento transfronteiriças para os mercados da ASEAN - Aplicativos seguros de nível governamental - Microsserviços escaláveis para mais de 1 milhão de usuários simultâneos - Auditorias de contratos inteligentes e protocolos DeFi - Completo Configuração de pipeline CI/CD com monitoramento ✅ IDEAL PARA - Startups de FinTech entrando nos mercados do Sudeste Asiático - Empresas que precisam expandir para a região da Ásia-Pacífico - Projetos de transformação digital governamentais - Plataformas de e-commerce transfronteiriço - Bancos e instituições financeiras - Iniciativas de cidades inteligentes e IoT ⚡ VAMOS CONSTRUIR JUNTOS Envie-me seus requisitos agora mesmo e receba uma demonstração funcional em até 48 horas. Sediado em Singapura, com atuação global. Seja um aplicativo de FinTech, uma solução GovTech ou uma plataforma empresarial, entrego com a eficiência de Singapura e o conhecimento do mercado asiático. A primeira demonstração é por minha conta - pague somente se ficar impressionado. Pronto para transformar sua ideia no próximo sucesso tecnológico do Sudeste Asiático? Vamos conversar! ?? Disponível para: Vagas em tempo integral | Projetos por contrato | Consultoria de CTO | Due diligence técnica Local: Singapura (Residente Permanente) | Fuso horário flexível | Presencial/Remoto/Híbrido ============================================================================== Desarrollador Full-Stack Senior | Arquitecto de Soluciones Aceleradas por IA | Experto en el Centro Tecnológico de Singapur No soy solo un desarrollador: soy tu arquitecto tecnológico en Singapur, uniendo Oriente y Occidente para ofrecer soluciones de nivel empresarial con la agilidad de una startup. ★ LO QUE ME DIFERENCIA ★ - Desarrollo con IA: Programación en vivo con Claude, Cursor, GitHub Copilot y V0, transformando conceptos en soluciones listas para producción mientras usted observa. - Especialista en FinTech: Amplia experiencia en sistemas de pago compatibles con la MAS, banca digital y soluciones blockchain para el Sudeste Asiático. - Experiencia en GovTech: Trayectoria comprobada en proyectos de transformación digital del gobierno de Singapur (SingPass, integración de la API de MyInfo). - Soluciones multilingües: Desarrollo de aplicaciones compatibles con inglés, mandarín, malayo y tamil, reflejando la diversidad de Singapur. - Compromiso de MVP en 48 horas: De la idea inicial al prototipo funcional en 2 días, garantizado. ✅ MI VENTAJA COMPETITIVA: SINGAPUR + ESTÁNDARES GLOBALES Con una posición privilegiada en la capital tecnológica de Asia, ofrezco: - Escalabilidad regional desde Singapur a toda la región APAC. - Cumplimiento de la estricta Ley de Protección de Datos Personales (PDPA) de Singapur. - Soluciones de pago transfronterizas. Experiencia - Alineación con la iniciativa Smart Nation - Disponibilidad 24/7 en todas las zonas horarias ✅ LOGROS COMPROBADOS - Más de 500 proyectos entregados en la región Asia-Pacífico - Más de 5 millones de dólares singapurenses en valor generado para clientes - Más de 15 colaboraciones con agencias gubernamentales - Más de 50 integraciones con FinTech (PayNow, NETS, GrabPay, PayLah!) - Aplicaciones con más de 3 millones de usuarios en el Sudeste Asiático - 99,9 % de tiempo de actividad en sistemas críticos ✅ TECNOLOGÍA INTEGRAL Dominio de la programación: - Sistemas: C++, Rust, Go (sistemas de trading de alta frecuencia) - Backend: Java (Spring), Python (FastAPI), Node.js, Scala - Frontend: React, Vue.js, Angular, Next.js 14 - Móvil: Swift, Kotlin, React Native, Flutter - Blockchain: Solidity, Move, Rust (Solana) - Datos: R, Julia, MATLAB (finanzas cuantitativas) Experiencia específica en Singapur: - Pasarelas de pago: Stripe, PayNow, NETS, FAST - API gubernamentales: SingPass, MyInfo, CorpPass, NDI - Nube: AWS (región de Singapur), Alibaba Cloud, Azure - Cumplimiento normativo: Directrices de la MAS, PDPA, estándares de la IMDA - Idiomas: Localización para EN/ZH/MS/TA Herramientas de IA y ML: - Desarrollo: Claude, Cursor, Copilot, Tabnine - Operaciones de ML: TensorFlow, PyTorch, Hugging Face - Datos: Pandas, NumPy, Apache Spark ✅ QUÉ OFREZCO - Sesiones de programación en vivo con IA - Desarrollo en tiempo real - MVPs de FinTech con cumplimiento normativo integrado - Soluciones de pago transfronterizas para los mercados de la ASEAN - Aplicaciones seguras de nivel gubernamental - Microservicios escalables para más de 1 millón de usuarios concurrentes - Auditorías de contratos inteligentes y DeFi Protocolos - Configuración completa de pipeline CI/CD con monitorización ✅ IDEAL PARA - Startups FinTech que se expanden a los mercados del Sudeste Asiático - Empresas que buscan expandirse en la región Asia-Pacífico - Proyectos de transformación digital del gobierno - Plataformas de comercio electrónico transfronterizo - Bancos e instituciones financieras - Iniciativas de ciudades inteligentes e IoT ⚡ CONSTRUYAMOS JUNTOS Envíame tus requisitos ahora y recibe una demo funcional en 48 horas. Con sede en Singapur, ofrezco mis servicios a nivel global. Ya sea una app FinTech, una solución GovTech o una plataforma empresarial, te ofrezco soluciones con la eficiencia de Singapur y un profundo conocimiento del mercado asiático. La primera demo es gratuita: solo pagas si te convence. ¿Listo para convertir tu idea en el próximo éxito tecnológico del Sudeste Asiático? ¡Conectemos! Disponible para: Puestos a tiempo completo | Proyectos por contrato | Asesoramiento a CTO | Due diligence técnica Ubicación: Singapur (Residencia Permanente) | Horario flexible | Modalidad: Presencial/Remoto/Híbrida ============================================================================== Senior Full-Stack Developer | AI-Accelerated Solutions Architect | Singapore Tech Hub Expert I'm not just a developer - I'm your Singapore-based tech architect who bridges East and West, delivering enterprise-grade solutions at startup speed. ★ WHAT SETS ME APART ★ - AI-First Development: Live coding with Claude, Cursor, GitHub Copilot, and V0 - transforming concepts into production-ready solutions while you watch - FinTech Specialist: Deep expertise in MAS-compliant payment systems, digital banking, and blockchain solutions for Southeast Asia - GovTech Experience: Proven track record with Singapore government digital transformation projects (SingPass, MyInfo API integration) - Multilingual Solutions: Building apps that seamlessly support English, Mandarin, Malay, and Tamil - true to Singapore's diversity - 48-Hour MVP Commitment: From whiteboard to working prototype in 2 days, guaranteed ✅ MY COMPETITIVE EDGE: SINGAPORE + GLOBAL STANDARDS Uniquely positioned in Asia's tech capital, I deliver: - Regional scalability from Singapore to entire APAC - Compliance with Singapore's stringent data protection (PDPA) - Cross-border payment solutions expertise - Smart Nation initiative alignment - 24/7 availability across time zones ✅ VERIFIED ACHIEVEMENTS - 500+ projects delivered across APAC - S$5M+ in client value generated - 15+ government agency collaborations - 50+ FinTech integrations (PayNow, NETS, GrabPay, PayLah!) - Apps serving 3M+ users across Southeast Asia - 99.9% uptime on mission-critical systems ✅ COMPREHENSIVE TECH STACK Programming Mastery: - Systems: C++, Rust, Go (high-frequency trading systems) - Backend: Java (Spring), Python (FastAPI), Node.js, Scala - Frontend: React, Vue.js, Angular, Next.js 14 - Mobile: Swift, Kotlin, React Native, Flutter - Blockchain: Solidity, Move, Rust (Solana) - Data: R, Julia, MATLAB (quant finance) Singapore-Specific Expertise: - Payment Gateways: Stripe, PayNow, NETS, FAST - Gov APIs: SingPass, MyInfo, CorpPass, NDI - Cloud: AWS (Singapore region), Alibaba Cloud, Azure - Compliance: MAS guidelines, PDPA, IMDA standards - Languages: Localization for EN/ZH/MS/TA AI & ML Tools: - Development: Claude, Cursor, Copilot, Tabnine - ML Ops: TensorFlow, PyTorch, Hugging Face - Data: Pandas, NumPy, Apache Spark ✅ WHAT I DELIVER - Live AI-Powered Coding Sessions - Real-time development - FinTech MVPs with regulatory compliance built-in - Cross-border payment solutions for ASEAN markets - Government-grade secure applications - Scalable microservices for 1M+ concurrent users - Smart contract audits and DeFi protocols - Full CI/CD pipeline setup with monitoring ✅ IDEAL FOR - FinTech startups entering Southeast Asian markets - Enterprises requiring APAC expansion - Government digital transformation projects - Cross-border e-commerce platforms - Banks and financial institutions - Smart city and IoT initiatives ⚡ LET'S BUILD TOGETHER Drop me your requirements now - receive a working demo within 48 hours. Based in Singapore, serving globally. Whether it's a FinTech app, GovTech solution, or enterprise platform - I deliver with Singapore's efficiency and Asian market understanding. First demo is on me - pay only if you're impressed. Ready to transform your idea into Southeast Asia's next tech success? Let's connect! ?? 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