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Flavia G.
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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)

🇮🇹Spoltore, Italy$120/hr100% JSS4.89 (110)Since Aug 2019
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Earnings and projects

MRR (estimate)
≈$1.6k

An estimate from an earlier read

World#29,506 / 412k
🇮🇹Country#137 / 3,095
Revenue, last 30 days
$0

Last 6 months: $9.7k

Total earnings
$305k

Billed in all: $318k

World#7,493 / 412k
🇮🇹Country#35 / 3,095
Per project
$1.8k

$1.9k in the last 6 months

World#84,977 / 412k
🇮🇹Country#426 / 3,095
Projects, last 6 months
5

Across 6 contracts

33% fixed67% hourly
World#41,746 / 412k
🇮🇹Country#284 / 3,095
Projects in all
174

Across 197 contracts

30% fixed70% hourly
World#12,494 / 412k
🇮🇹Country#91 / 3,095

Earnings, last 30 days

$318kNothing earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$310k$315k$320k$325kOct 8Oct 23Nov 7

No data since Nov 5, 2026.

Skill rankings: Top 7% in Time Series Analysis

Ranked by MRR among everyone on Upwork with the skill.

  1. 2Time Series Classification7 freelancers · 🇮🇹 #1Top 29%
  2. #12Time Series Forecasting110 freelancers · 🇮🇹 #1Top 11%
  3. #13Amazon SageMaker137 freelancers · 🇮🇹 #1Top 9%
  4. #19Time Series Analysis255 freelancers · 🇮🇹 #1Top 7%
  5. #25Amazon API Gateway233 freelancers · 🇮🇹 #1Top 11%
  6. #35Amazon RDS307 freelancers · 🇮🇹 #1Top 11%
  7. #36Amazon Bedrock204 freelancers · 🇮🇹 #1Top 18%
  8. #127TensorFlow1,661 freelancers · 🇮🇹 #3Top 8%