Infinity Horizons

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Founder

Shikanime Studio

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Senior Technology Consultant

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Contract Software Engineer

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Contract Graphic Designer

Premier Cloud

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Data Consultant

Chloé

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Senior Data Engineer

Servier

◦ Accelerated data ingestion and management by developing a business driven data platform console and devops tools around the data contract specification, reducing engineering effort and time to market from months to days.
◦ Enhanced data workflow monitoring on Grafana for Argo Workflow using SRE's error budget as main failure indicator, improving the readability, accuracy and flexibility of the alerting system.
◦ Integrated data source extraction and transformation using Apache Spark from Oracle database on BigQuery warehouse.

Webedia

◦ Designed a plan to migrate a mission-critical, terabyte-scale PostgreSQL database to Google Cloud CloudSQL with near-zero downtime using a change data capture (CDC) strategy.
◦ Assessed on-premises system constraints, including hardware, software and network limitations, to identify potential challenges and develop mitigation strategies.
◦ Benchmarked, evaluated, and replatformed various database pooling solutions (PgBouncer, HAProxy, PgPooling, ProxySQL) on Kubernetes based on latency, resource usage, stability, scalability, and fault tolerance.
◦ Conducted chaos engineering tests using Monkey Chaos to simulate failures and evaluate the resilience of the database pooling architectures.
◦ Created a serverless database anonymisation solution using Infrastructure as code (IaC) based ephemeral Google Cloud infrastructure and secure network interconnection to ensure GDPR compliance, including data masking, tokenisation and pseudonymisation techniques.
◦ Improved service reliability and customer satisfaction by implementing an SLO, SLI and SLA framework for monitoring infrastructure modules.

Cloud Engineer

SFEIR

◦ Design and implementation of highly scalable MLOps and data platforms for organizations of varying sizes, by integrating diverse on-premise and cloud-based data sources.
◦ Provide technical leadership to a team of data engineers and data scientists, driving innovation and identifying opportunities for process optimization and automation.

Solutions Architect

◦ Provided expert guidance on cloud transformation for multiple companies, driving successful adoption of cloud-native technologies, including serverless and Kubernetes.
◦ Architected scalable and resilient cloud solutions, incorporating DevOps best practices to ensure high availability, performance, and security.

SNCF Connect & Tech

◦ Developed a generative AI based IT support solution using Langchain, evaluating several LLMs (Claude, Mystral, Gemini and OpenAI) to select the most appropriate model for the solution based on relevance and summarisation quality.
◦ Implemented a knowledge base management system to store and retrieve relevant documents extracted from Sharepoint, primarily on the Google Vertex Search & Conversation service and PostgreSQL using pgvector for more flexible vector space search exploration.
◦ Developed a side-by-side evaluation methodology for LLM integration testing on a curated set of well-known questions to assess LLM performance based on their ability to answer prompts accurately, completely, clearly and relevantly.

GenAI Specialist

Belmond

◦ Performed a comprehensive tenant deployment from Google Cloud to Alibaba Cloud, taking into account Chinese data residency and sovereignty requirements.
◦ Re-engineered the GitLab CI/CD code supply chain from a mainly Google Cloud native ecosystem, based primarily on Cloud Run, to additionally target Alibaba Cloud Kubernetes (ACK).
◦ Deployed GitLab Runners on the target Kubernetes environment and managed a secure private connection to streamline the CI/CD process.
◦ Evaluated and selected an appropriate solution for data ingestion from Google Cloud Firestore to Alibaba Cloud ApsaraDB RDS instances, taking into account China-specific network constraints.

Orano

◦ Provided training on Langchain, Vertex AI's product offering, and how to deploy and operate the self-hosted open source LLM.
◦ Assisted in the development of a generative AI solution capable of consistently and accurately answering queries based on a large corpus of scientific research documents and complex nuclear regulations, demonstrating good results on LLama 2 and Mistral.

Machine Learning Engineer

ଘ(✿ ◕‿◕)つ━☆･:*･ﾟ "Let's make life fun yet again" implies a desire to bring back joy and enjoyment in one's life, possibly after a period of difficulty or hardship. It is a call to action to find ways to make the most out of life and not take it for granted, be a proud dreamer and roll those dice.

Taplio

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