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Hi, I'm Fran 👋 I architect and ship production AI systems and cloud infrastructure that actually scale. → Architected & shipped a production AI copilot (agentic, RAG-grounded, human-in-the-loop) now serving customers → Sr DevOps running cloud infra for a NASDAQ-listed biotech, supporting Twist Bioscience (NASDAQ: TWST, $2B+) → Cut report generation time 50% at IBM ($150B+ market cap) with Python microservices → Cut cloud infrastructure costs 30% for a US biotech SaaS company using GCP rightsizing + autoscaling → 2× release velocity at a US biotech SaaS by streamlining CI/CD → Built recurring AI consulting from $0 to $1,500+/client serving LATAM tech professionals 8+ years building production systems that move real money 24/7. CKA + CKAD certified (Linux Foundation / Cloud Native Computing Foundation). 💼 What I do: → Cloud architecture (AWS, GCP, Azure) — Kubernetes, Terraform, ArgoCD → AI Agents, RAG & Automation — Claude / OpenAI, Python, production-grade → Infrastructure cost optimization — typical 25-40% savings → CI/CD pipeline acceleration — typical 3-5× speedup → Production systems on your existing stack (no rip-and-replace) 🎯 Best fit for: → B2B SaaS with infrastructure scaling challenges → Legal/professional firms needing AI document automation → Marketing agencies needing content automation systems → Teams needing senior engineering on fractional/project basis Stack: Kubernetes · Terraform · ArgoCD · AWS · GCP · Azure · Python · Go · Claude Code · GitHub Actions Let's chat 👇

🔥 I turn raw data into decisions : 12+ years of analytics at GlaxoSmithKline and across the pharma industry. MSc Bioinformatics, Imperial College London. 🟢 My Superpower I'm your "data translator"; I speak Python, R, and SQL fluently, but I translate everything into insights your stakeholders will actually understand and act on. 💼 Who I Help Pharma companies, healthcare orgs, and business leaders tired of spreadsheets that tell them nothing and dashboards that confuse everyone. 😏 Why Clients Hire Me - 12+ years across 3 countries (UK, France, Morocco) - Dashboards at GSK that increased decision-making speed by 20% - Automated reporting that saved teams 40% of their time - Statistical analysis that drove 15% regional sales growth 🤯 What I Do - Build Power BI & Tableau dashboards your team will actually use - Design surveys that produce actionable insights, not just charts - Automate reporting with SQL & Python so you focus on strategy - Rigorous statistical analysis (SPSS, JMP, SAS, R) 🧩 Core Skills ✔ Power BI, Tableau, R Shiny, MicroStrategy ✔ Python, R, SQL, SAS ✔ SPSS, JMP, Minitab, Statistical Modeling ✔ English (Fluent) | French (Native) | Arabic (Native) ✅ MSc Bioinformatics : Imperial College London | BSc Mathematics University of Leicester 👩‍💻 If you want someone who turns data chaos into clear decisions, let's talk.

I help businesses identify vulnerabilities, analyze network traffic, and improve their cybersecurity. My services include: • Vulnerability assessment and basic penetration testing (web, network) • Network traffic analysis using Wireshark • Intrusion detection and monitoring (Snort) • Security auditing and system hardening (Linux/Windows) I have hands-on experience with tools such as Nmap, Nikto, Burp Suite, and Wireshark, applying OWASP Top 10 and MITRE ATT&CK methodologies. I can help you: • Detect security issues in your system • Analyze suspicious network activity • Improve your system security configuration • Support basic SOC operations and log analysis As a Computer Engineer, I bring a deep understanding of systems, allowing me to identify vulnerabilities more effectively and provide practical solutions. Additional experience: • Backend development (Python, Java, REST APIs) • Embedded systems and IoT (ESP32, Arduino, C programming)

I design and build production-grade security systems for companies that need to secure cloud infrastructure, pass audits, and operate in regulated environments. Most teams don’t have a security tool problem. They have an architecture, integration, and execution problem. That’s where I come in. What I Do I help startups and enterprise teams move from: ❌ fragmented tools and partial controls ❌ audit delays and failing security reviews ❌ reactive fixes and security debt → to ✅ engineered, scalable security architecture ✅ audit-ready, continuously compliant environments ✅ automated, integrated security operations Core Expertise Cloud Security & Cryptography • Multi-cloud security architecture (AWS, Azure, GCP) • TLS PKI systems with automated certificate lifecycle (IaC + CI/CD) • Encryption architecture (CMEK, KMS, data masking, data protection) • Cryptographic hardening aligned with FIPS and modern standards • DNS security, network isolation, and zero-trust patterns Identity & Access Management • SSO (SAML, OIDC), enterprise identity federation • RBAC and least-privilege system design at scale • SCIM provisioning and identity lifecycle automation • Integration with enterprise IdPs (PingFederate, Azure AD, Okta) • Cross-account and multi-environment access control Compliance & Audit Readiness • SOC 2, ISO 27001, PCI DSS, HIPAA, FedRAMP-aligned environments • End-to-end delivery: gap assessment → implementation → audit support • Control design, remediation, and evidence automation (Vanta, Drata, custom pipelines) • Continuous compliance monitoring vs point-in-time audits • Closing audit findings fast (not just identifying them) Security Engineering & Incident Response • CI/CD security (SAST, DAST, IaC scanning, secret management) • Vulnerability management with automated remediation workflows • Cloud misconfiguration detection (CIS benchmarks, runtime analysis) • Secure system design across infrastructure and application layers • Incident response, forensics support, and system hardening AI-Driven Security I don’t just integrate tools — I design security platforms. I have built and architected multi-agent AI-driven cybersecurity systems combining: • Cloud security analysis (AWS integrations, IAM analysis, misconfiguration detection) • Offensive security (recon, exploitation, privilege escalation simulation) • Vulnerability management (SAST, DAST, fuzzing, CI/CD integration) • SOC automation (SIEM/SOAR integrations, alert enrichment, playbooks) • Forensics and incident investigation workflows • Compliance reporting mapped to frameworks (SOC 2, ISO 27001, PCI, HIPAA) Key capabilities: • Multi-agent orchestration and communication • Automated remediation workflows • MITRE ATT&CK mapping and executive reporting • API-driven integrations across security tooling ecosystem • Role-based access for security, DevOps, and compliance teams This enables: → Continuous security instead of periodic assessments → 80% reduction in manual security effort → Faster audit readiness and real-time visibility How I Work • Engineering-first — I build and implement, not just advise • Work directly in production systems (cloud, identity, pipelines) • Design for real audit constraints, not theoretical compliance • Fast execution, clear communication, and ownership Typical Clients • SaaS companies preparing for SOC 2 / ISO 27001 / HIPAA • Cloud-native platforms handling sensitive or regulated data • Startups entering enterprise sales with security blockers • Organizations with fragmented security tools that don’t work together Important I’m not a fit for checklist-based security or surface-level audits. If you need: • real security architecture • working implementations • systems that pass audits and hold up in production - we’ll work well together.

I am a seasoned Data Engineer with over 10 years of experience in designing and building scalable data solutions. I specialize in developing robust data pipelines across cloud platforms (AWS, GCP, Azure) and on-premise environments. Services Offered: ✅ Database Migration – Expertise in migrating databases such as BigQuery, Redshift, PostgreSQL, MySQL, and more. ✅ Data Warehouse Architecture – Designing efficient and scalable data warehouses tailored to business needs. ✅ ETL/ELT Development – Building ETL/ELT pipelines using Python Airbyte, DBT. ✅ Data Pipeline Architecture & Deployment – Implementing and automating workflows with Apache Airflow and Kubernetes. ✅ Application Containerization – Deploying and managing applications using Docker and Kubernetes. ✅ Data Visualization & Reporting – Creating interactive dashboards and reports with Looker Studio to drive business insights. Let’s discuss how I can help optimize your data infrastructure and unlock valuable insights for your business. Feel free to reach out!

I'm a SOC-focused cybersecurity analyst with proven expertise in threat detection, incident response, and security automation. Currently working with enterprise clients, I specialize in transforming security operations through SIEM engineering and automated workflows. My Expertise: - SIEM Platforms: Splunk, IBM QRadar, Elastic-SIEM - custom detection rules, correlation searches, and dashboard development - Security Automation: Building SOAR playbooks with Splunk SOAR, n8n, and Tines to automate incident response and reduce MTTR - Threat Detection: Alert triage, event correlation, and threat hunting across EDR/XDR tools (CrowdStrike, Microsoft Defender, DarkTrace) - Vulnerability Management: Rapid7 Nexpose assessments with actionable remediation strategies Scripting & Automation: Python, PowerShell, Bash for security workflow optimization Recent Accomplishments: ✓ Automated incident response workflows reducing alert processing time by 60% ✓ Developed custom detection rules for high-severity threats across multiple SIEM platforms ✓ Conducted full-scope POC testing for IBM Guardium data security monitoring ✓ Performed malware analysis to create detection signatures for zero-day threats I deliver practical, results-driven security solutions that strengthen your defenses and streamline operations. Let's work together to enhance your security posture.