Flavia G.
AI/ML Engineer | PhD, AWS-Certified
I build specialized ML models for time series data, paired with conversational AI interfaces that let users query their data, generate forecasts and detect anomalies in natural language — replacing static dashboards with direct, interactive access to the data and models. PhD in statistics, 15+ years in applied ML, with peer-reviewed publications. AWS-certified ML specialist and generative AI developer. Deliverables: - ML models for time series forecasting, anomaly detection, clustering and classification - AI agents with Amazon Bedrock AgentCore and Strands Agents - Serverless ML solutions on AWS Lambda with Amazon API Gateway endpoints - Custom Amazon SageMaker containers for training and inference - Integration with data backends such as ClickHouse, PostgreSQL and S3 Tools & frameworks: Python · SQL · Docker · PyTorch · TensorFlow · scikit-learn · XGBoost · LightGBM · CatBoost · Amazon Bedrock (AgentCore, Strands Agents) · Amazon SageMaker (AutoPilot, BYOC)
Earnings and projects
An estimate from an earlier read
Last 6 months: $9.7k
Billed in all: $317,844$318k
$1.9k in the last 6 months
Across 6 contracts
Across 197 contracts
Earnings, last 30 days
No data since Nov 5, 2026.
Skill rankings: Top 7% in Time Series Analysis
Ranked by MRR among everyone on Upwork with the skill.
- Time Series Classification7 freelancers · 🇮🇹 #1Top 29%🇮🇹#1 of 1
- #12Time Series Forecasting110 freelancers · 🇮🇹 #1Top 11%🇮🇹#1 of 2
- #13Amazon SageMaker137 freelancers · 🇮🇹 #1Top 9%🇮🇹#1 of 3
- #19Time Series Analysis255 freelancers · 🇮🇹 #1Top 7%🇮🇹#1 of 6
- #25Amazon API Gateway233 freelancers · 🇮🇹 #1Top 11%🇮🇹#1 of 1
- #35Amazon RDS307 freelancers · 🇮🇹 #1Top 11%🇮🇹#1 of 1
- #36Amazon Bedrock204 freelancers · 🇮🇹 #1Top 18%🇮🇹#1 of 1
- #127TensorFlow1,661 freelancers · 🇮🇹 #3Top 8%🇮🇹#3 of 19