3. Data, Science & AI

Indexes reference documents by extracting text from PDFs and building a corpus for RAG systems. Supports document addition, reference search, and listing.

Visualizes energy consumption and production data using interactive charts and dashboards for actionable insights.

Validates and enriches semantic references against Knowledge Graphs, ensuring SHACL constraint compliance and ontology alignment for domain knowledge integration.

Extracts structured data from SODIR system sources for downstream analysis and processing workflows.

Manages addition, organization, and maintenance of project knowledge corpus for RAG systems, ensuring quality and accessibility.

Performs statistical analysis, visualization, and predictive modeling via reproducible Python scripts for dataset exploration and insights.

Collects, analyzes, and reports marine safety incident data from global maritime authorities for trend analysis, risk assessment, and geographic hotspot identification.

Analyzes data fields to identify structure, types, and inconsistencies for improved data quality and processing.

Generates machine-readable SDS YAML files that map directly to SEA™ DSL for safety data system integration.

Forecasts oil & gas well production using Arps decline curve models for EUR estimation, type curves, and reserve calculations.

Extracts and processes BSEE oil/gas production data with automatic normalization and caching for querying by API, block, lease, or field.

Queries SEA-Forge™ Knowledge Graph via SPARQL to retrieve concepts, relationships, and ontology patterns for semantic analysis.

Enhances input prompts for AI systems to generate higher quality, more relevant responses.

Extracts structured data from websites for analysis, processing, and integration into data science pipelines.

Queries Supabase, analytics tables, and reporting APIs to retrieve metrics, trends, and data slices for stakeholders with safe, reusable results.

Handles spreadsheet creation, editing, and analysis with formulas, formatting, and data visualization for .xlsx, .csv, and other formats.

Builds interactive well production dashboards with real-time monitoring, economic metrics, and forecasting. Integrates via API and supports multi-format exports.

Provides expert guidance for creating robust enterprise data models using Simple Configuration Language (SCL).

Maps Carif-Oref (RCO) XML data to Réfugiés.info (RI) structured metadata, generating technical frontmatter and mapping tables for new RCO fiches.

Provides PostgreSQL performance guidelines including connection pooling, JSONB optimization, and query tuning for RSSVibe database efficiency.

Specializes in designing and implementing data model layers for Documentation Robotics documentation systems.

Provides expert guidance for implementing full-text, hybrid (BM25 + semantic), and analytical search features in PostgreSQL using ParadeDB.

Enables reliable data retrieval from Google Sheets with guidance on spreadsheet ID extraction and avoiding hallucinations during data operations.

Provides DSPy optimization tools including teleprompters, evaluation metrics, and workflows for model compilation with methods like BootstrapFewShot and KNNFewShot.