README.md

Pierre Blachere

AI engineer in Singapore, taking AI products from prototype to production across models, backend systems, and interfaces.

Looking for AI/ML engineering roles where I can keep owning a product end to end, not just the model layer.

About

I am most interested in the point where an ML or AI system becomes a product someone can use and trust. At Hutchinson, I have taken document intelligence and RAG systems from proof of concept to production on Azure. My own projects continue that end-to-end approach across Python services, data pipelines, web interfaces, and mobile apps.

Why I build

A lot of my projects start with a simple question: why not build it myself? AI assisted development makes it easy to create small, personal tools shaped around the way I actually live and work. They do not all need to become companies. Sometimes I want an app without ads, subscriptions, or ten features I will never use. Sometimes I just want to find out whether an idea works or not.

Stack across projects

Skills

Programming languages: Python · TypeScript · C++ · SQL · Bash
Web & frontend: React · Next.js · TypeScript · HTML/CSS
Backend & APIs: FastAPI · REST APIs · SQLAlchemy · Pydantic · Microservices architecture
AI/ML frameworks: PyTorch · Hugging Face Transformers · LangChain · LangGraph · Azure OpenAI · Google GenAI SDK · LoRA/PEFT · Scikit-learn · Pandas · NumPy · OpenCV
LLM & GenAI: RAG pipelines · Multi-agent orchestration · MCP · Vector search & embeddings · Prompt engineering · Structured output extraction · Ragas · Langfuse · OpenTelemetry
Databases: PostgreSQL · pgvector · Neo4j
Cloud & DevOps: Azure · Docker · Kubernetes · GitHub Actions CI/CD · Terraform · Agile/Scrum
Developer tools: Git · Linux · ROS
Human languages: English (fluent) · French (native) · Spanish (fluent) · Chinese (intermediate, HSK4)

Start here

Omnideck Today dashboard with agenda, briefing, tasks, pending approvals, and system health

Omnideck policy center showing capability tiers, approval requirements, and rule evaluation

Omnideck durable runs workspace with workflow status, execution timeline, and audit trail

projects/web/omnideck.mdIn progressOmnideckModel output proposes. Policy code decides.Proposal is not permission

Blueprint dashboard showing a day streak, an XP level bar, and a daily plan listing a vocabulary review and an article to read

Blueprint library screen listing imported lessons grouped by language, with an import action for a URL, PDF, text, or YouTube link

Deep Reading Analysis screen with a paste-or-upload text box and labels for contextual vocabulary, grammar patterns, and cultural nuances

projects/web/blueprint.mdTestingTest buildBlueprintAnything you can read becomes a lesson.4 language skills in one workflow

Konverge home screen resuming an Implement Sigmoid question, with counters for attempted, pass rate, average score, and reviews due

Practice queue listing 89 questions filtered by type, difficulty, and role, with tags such as ML Implement, numpy, and llm theory

Admin sources screen listing crawled GitHub repositories with relevance scores and keep, reject, or extract actions

projects/web/konverge.mdTestingTest buildKonvergePractice like the interview, not like a quiz app.12 interview question formats

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