TBD2025
TBD - Production RAG platform
Multi-tenant retrieval, evaluation harnesses and guardrails.
LLMsRAGMLOps
ML engineering for reliable AI in production.
ML Engineer / AI Specialist / Data Scientist
Systems, MLOps and security to move AI from prototype to production.
Open to opportunities / ML/AI / Data / Security
Realtime metricsReliability firstSecure by design
Proof points
- Production-grade models with SLAs and reproducible pipelines.
- Cost optimization for inference and data.
- Security and hardening by design.
- Observability for tracing, drift and quality.
terminal
Type `help` to see available commands.
jb@omniumcore:/ $
ctf reward
Solve the mini CTF to unlock the reward.
hint
Look under /ctf, read README.txt and decode vault.enc.
About
About
ML Engineer / AI Specialist with a strong systems and cybersecurity background. I design data architectures, MLOps and secure deployments for AI products.
Principles
- Measure before scaling.
- Security and privacy by default.
- Automate and observe the full lifecycle.
Timeline
2024-2025
ML Engineer / AI Specialist
LLMs, RAG and evaluation pipelines in production.
2021-2023
Data & Systems
Data platforms, containers and hardening.
2018-2020
Cybersecurity
Secure architecture, incident response and compliance.
Skills
Skills
Technical stack focused on applied ML, reliability and security.
ML/LLMs/RAG
LLMsRAGEmbeddingsEvaluationPromptingVector search
Data Engineering
ETL/ELTStreamingData modelingWarehousesLakehouse
MLOps/Observability
CI/CDModel registryMonitoringFeature storesA/B testing
Systems/Docker/Linux
LinuxDockerKubernetesNetworkingInfra as Code
Security/Hardening
Threat modelingHardeningSecretsIAMCompliance
Projects
Projects
Curated selection (TBD). Ready to fill with real cases.
Filter by
TBD2024
TBD - Cost-aware inference stack
Batching, caching and profiling to reduce latency and spend.
LLMsInfraMLOps
TBD2024
TBD - Secure data pipelines
Data lineage, access controls and compliance-friendly workflows.
DataSecurityInfra
Add results, metrics and impact when ready.
Contact
Contact
Open to opportunities in ML/AI, data and applied security.
Open to opportunities in ML/AI, data and applied security.
Open to opportunities
Clear and technical messages are welcome.