Search Skills

Automatically clusters audio segments to identify and separate speakers in conversations, enabling speech diarization.

Automates browser testing to verify visual stability, performance metrics (like CLS), and theme flicker with ready-to-run scripts.

Provides a Python API for applying state-of-the-art machine learning models to seismic data for tasks including phase picking, earthquake detection, and waveform denoising.

Guides selection and implementation of clustering algorithms (KMeans, Hierarchical) for speaker embedding grouping, including normalization and use-case scenarios.

Assists in implementing Erlang OTP behaviors including gen_server, gen_statem, supervisors, and gen_event for stateful processes and fault tolerance in production systems.

Detects speech segments in audio using Voice Activity Detection (VAD) tools for preprocessing in speech analysis applications.

Performs DC power flow analysis for electrical transmission networks, including susceptance matrix construction and sensitivity analysis.

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

Aligns Python version and dependencies from requirements.txt/environment.yml for reproducible NLP research code installation.

Calibrates GLM parameters to minimize RMSE between simulated and observed water temperature data in environmental modeling.

Analyzes 3D mesh files (STL) to compute geometric properties and filter debris from noisy scan data.

Enables building fault-tolerant Erlang applications using OTP behaviors like gen_server, gen_statem, and supervisors.

Extracts frames from video files and saves as images using OpenCV for video editing and production workflows.

Scans local branch changes for security vulnerabilities, bugs, and code quality issues during code reviews and security audits.

Introduces the General Lake Model (GLM) for simulating lake thermal dynamics in environmental science.

Provides Vercel's UI guidelines for building accessible, performant web interfaces with emphasis on accessibility, performance, and visual stability.

Implements and compares clustering algorithms (Hierarchical, KMeans, Agglomerative) for speaker embedding grouping with selection guidance based on speaker count knowledge.

Automates Spring Boot 2.x to 3.x migration, handling dependency updates, Java version upgrades, and deprecated API removals.

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

Identifies bugs, security vulnerabilities, and code quality issues in local branch code changes for security reviews and code audits.

Transcribes video audio to timestamped text using the pre-installed Whisper tiny model for efficient speech recognition.

Comprehensive toolkit for programmatically processing PDF documents, including text extraction, form handling, merging, and splitting at scale.

Migrates Hibernate 5 to Hibernate 6 in Spring Boot 3 applications, resolving HQL/JPQL issues, deprecated APIs, and N+1 query behavior.

Provides Vercel Engineering guidelines for React and Next.js to prevent visual instability, layout shifts, CLS, and hydration issues.