3. Data, Science & AI

Creates data visualizations with React charting libraries, covering chart selection, accessibility, and real-time data integration.

Provides best practices for efficient and idiomatic pandas usage, covering modern API, performance, and data reshaping.

Architects RAG systems with vector database management, document chunking, and hybrid search for Property Lens.

Comprehensive spreadsheet processing for data analysis, visualization, and formula management in .xlsx, .csv, and .tsv formats.

Specialized tool for managing Supabase PostgreSQL databases, including SQL queries, RLS policies, migrations, and functions.

Runs and configures local LLMs via Ollama for private deployments, resource management, and offline AI inference.

Enables self-hosted deployment of AI models via OpenAI-compatible API for LLMs, embeddings, and multimodal tasks, supporting offline and privacy-focused use cases.

Specializes in implementing and maintaining analytics systems, including event tracking, e-commerce metrics, and GA4 integration for data-driven insights.

Orchestrates multi-agent AI workflows with built-in approval, validation, and verification for reliable execution.

Generates data structures for UI visualizations (charts, maps, heatmaps) and formats analytics data into frontend-ready JSON.

Enables application integration with OpenAI APIs including GPT-4, function calling, and embeddings for AI-driven features.

Provides Supabase-curated best practices for optimizing PostgreSQL performance, including query design, indexing, and Row-Level Security implementation.

Manages AI agent workflows including creation, planning, execution, and observability for iterative development.

Configures and manages Spitakolus tracking infrastructure: GTM containers, GA4 properties, BigQuery datasets, and event naming with consent mode compliance.

Defines contact interactions, tie constraints, and connectors in Abaqus for modeling part interactions in finite element analysis simulations.

Automates coupled thermomechanical analysis workflows for thermal stress and deformation simulations using ABAQUS.

Configures Tosca optimization for Abaqus, handling design responses, objective functions, constraints, and SIMP penalty in topology and shape optimization.

Complete workflow for static structural analysis using Abaqus, evaluating stress, displacement, and reaction forces under constant loads for strength and stiffness assessment.

Defines analysis steps and procedures for Abaqus simulations, including static, dynamic, frequency, heat transfer, and nonlinear geometry (nlgeom) parameters.

Optimizes fillet and notch geometry in Abaqus to reduce stress concentration and peak stress by moving surfaces only.

Executes complete thermal analysis workflows in Abaqus for steady-state and transient heat transfer, including temperature distribution, conduction, and convection.

Analyzes mechanical contact scenarios including friction, bolt-plate interactions, and press-fit assemblies using Abaqus finite element analysis.

Executes modal/frequency analysis in Abaqus to extract natural frequencies and mode shapes for vibration analysis and resonance avoidance.

Exports Abaqus simulation geometry and results to standard formats like STL, STEP, and CSV for external analysis or integration.