Python ML Developer | DevOps Expert | Data Analytics Specialist
✅ What I Do Best:
🔹 Machine Learning & AI Development
Supervised & unsupervised learning (scikit-learn, XGBoost, PyTorch)
NLP and text classification
Time-series forecasting and anomaly detection
Model evaluation, optimization, and explainability (SHAP, GridSearchCV)
🔹 Data Engineering & Analytics
Data wrangling and transformation with Pandas, NumPy, SQL
Building ETL pipelines (Airflow, Python scripts, APIs)
Creating dashboards and business reports (Plotly, Power BI, Matplotlib)
Data cleaning, schema alignment, and trend analysis
🔹 DevOps & MLOps
CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins)
Dockerization and container orchestration (Docker, optional Kubernetes)
Infrastructure as Code (Terraform, AWS CloudFormation)
Secure credential handling (Vault, environment configs)
Deployment of ML models via REST APIs (FastAPI, Flask)
🔹 Cloud Platforms
AWS (EC2, Lambda, S3, RDS, SageMaker)
GCP (Cloud Functions, BigQuery, Vertex AI)
Azure (Functions, Blob Storage, ML Studio)
💼 Why Work With Me?
Proven track record in delivering production-ready ML pipelines
Comfortable working in complex environments with multiple tools, APIs, and cloud vendors
Strong focus on data quality, security, and maintainability
Clear communicator with experience collaborating with product teams, analysts, and DevOps engineers
I take ownership of projects and provide suggestions—not just code
🧪 Past Projects Include:
Building a full ML pipeline for a healthcare startup (ETL, model training, deployment)
Creating a monitoring tool to extract and track multi-cloud billing (AWS, GCP, Azure)
NLP classifier to auto-categorize support tickets for a SaaS company
Python + Vault + PostgreSQL solution to extract and normalize legacy contract data
If you're looking for a technical partner who can handle data, ML, and deployment from start to finish—let’s talk.
📩 Open to part-time, full-time, or milestone-based work.
Work Terms
Hours of Operation
I’m available Monday to Friday, typically between 9:00 AM – 6:00 PM (UTC+8 / Philippine Time).
I can be flexible for overlapping hours with clients in US or EU time zones as needed.
Payment Terms
For fixed-price projects: Milestone-based payments, with clear deliverables per phase.
Invoices are sent upon milestone completion or end of week for hourly contracts.
No upfront payment required unless agreed for large projects.
Preferred Communication Style
I value clear and consistent communication.
Available via Slack, Guru Messages, or Zoom/Google Meet for calls.
I typically respond within a few hours during my workday, and I provide regular progress updates (daily or as preferred).