Search Skills

Migrates Spring Security 5 configuration to Spring Security 6, handling deprecated APIs and new lambda DSL style configuration.

Executes DC power flow analysis for transmission networks, including susceptance matrix construction, line flow calculation, and sensitivity analysis.

Assists in migrating Spring Boot 2.x applications to 3.x, handling Jakarta EE namespace changes (javax to jakarta).

Designs and implements scalable data pipelines, ETL/ELT systems, and real-time streaming infrastructure with modern data stack technologies.

Extracts frames from video files and saves them as image files using the OpenCV computer vision library.

Analyzes images and multi-frame sequences using OpenAI's multimodal GPT models for visual content understanding.

Optimizes power generation costs by computing optimal generator setpoints, calculating operating margins, and handling generator cost functions in power systems.

Extracts text content from images using Tesseract OCR engine via Python, enabling automated data capture from visual sources.

Guides implementation of Erlang OTP behaviors including gen_server, gen_statem, supervisors, and gen_event for building robust, production-ready applications.

Provides foundational guidance for running the General Lake Model (GLM) to simulate lake temperature dynamics, including input file structure and parameter configuration.

Analyzes videos using Google Gemini API for object counting, pedestrian detection, and vehicle tracking in surveillance applications.

Enables building fault-tolerant distributed Erlang applications with node connectivity, process coordination, and network partition handling on the BEAM VM.

Provides security guidance for Jackson JSON deserialization in Java, addressing validation timing, input interception, and common attack patterns to prevent vulnerabilities.

Performs Difference-in-Differences causal analysis to identify demographic drivers of behavioral changes with p-value significance testing for A/B tests and policy evaluation.

Automates cleaning of messy tabular data including deduplication, missing value imputation, outlier handling, and text normalization.

Enables fuzzy search for fund and stock information, allowing accurate retrieval despite misspelled or incomplete names in financial datasets.

Comprehensive SSH penetration testing for vulnerability assessment, configuration enumeration, and security auditing.

Implements Manifold-Constrained Hyper-Connections (mHC) algorithm for stabilizing deep neural network training using Sinkhorn-Knopp on doubly stochastic matrices.

Migrates RestTemplate to RestClient in Spring Boot 3.2+, supporting GET/POST/DELETE, error handling, and ParameterizedTypeReference.

Enables spatial analysis of hexagonal grid maps for Civilization 6 strategy optimization and pattern recognition.

Efficiently trains GPT-2 scale language models (124M parameters) on a single GPU with mixed precision and modern optimizers like AdamW.

Transforms raw data into ML-ready features through categorical encoding, numeric scaling, and feature selection.

Analyzes images and multi-frame sequences using OpenAI GPT vision models for computer vision tasks.

Provides a manifold-constrained hyper-connections algorithm to stabilize deep neural network training using doubly stochastic matrices.