Pablo A.

MSc. Data Science (Distinction), BSc. Chemical Engineering (Honours), former New Methods Data Scientist @ NIQ with 9+ years of well-established professional and academic track record.

I specialize in machine learning research & model deployment, functional programming, statistical and mathematical computation, and business consulting.

I'm highly technical and extremely rigorous while maintaining a personable touch through every client interaction, and have a proven track record in the petrochemical, market research, and consulting sectors. I selectively partner with clients, prioritizing high-profile projects that align with my expertise and pristine standards.

■ SOCIALS
─────────────────────
◉ LinkedIn: /in/pablo-aguirre-nunez
◉ GitHub: github.com/pabloagn
◉ Technical Blog: pabloagn.com

■ METHOD
─────────────────────
◉ I only deliver top-quality work and abstain from requests that trade quality for cheap solutions.
◉ I also abstain from requests that undervalue the task. (If the budget is constrained and you acknowledge this, I will take the case and propose a viable, realistic approach.)

■ TOOLS
(I can attest to any expertise if required)
─────────────────────
◉ Programming Languages (General & Systems):
◎ Python, SQL, Julia, Rust, Go, C++, Java, Bash

◉ Functional Programming:
◎ Scala, Haskell, Nix, Lisps

◉ Data Science, Analytics & High-Performance Computing:
◎ Polars, Pandas, NumPy, SciPy

◉ Machine Learning, Modeling & Bayesian:
◎ Ray Ecosystem, JAX, PyTorch, TensorFlow, Scikit-learn, PyMC, Hugging Face Hub, StatsModels, MLflow, Kubeflow

◉ LLMOps, Observability & AI Tooling:
◎ LangFuse, Pydantic Ecosystem (Pydantic, Logfire, PydanticAI, Pydantic Gateway), Gradio, Prompt Engineering (Jinja2 templating), Experimentation & Evaluation Tooling

◉ Back-End, APIs & Systems Programming:
◎ FastAPI, Node.js, uvicorn, Inference Endpoints (Modal, Baseten), Dramatiq (task processing), Jinja2 templating

◉ Distributed Systems, Data Engineering & Infrastructure:
◎ Kubernetes, kind, Docker, Apache Airflow, Apache Spark (Scala, PySpark), Apache Flink, Apache Kafka, Terraform, GitOps (Argo CD), Linux (NixOS, Debian-based, Kali, Oracle Enterprise), Hadoop