Search Skills

Assists in migrating Spring Boot 3 applications from Hibernate 5 to Hibernate 6, addressing query parsing, deprecated APIs, and performance issues.

Automates dataset preparation for ML by encoding, scaling, and selecting features to improve model performance.

Assists with Erlang's concurrency model: lightweight processes, message passing, error handling, and building massively concurrent systems on BEAM VM.

Strategy for optimizing item placement on spatial maps to maximize objectives under constraints.

Fuses visual (face/lip) and audio features via OpenCV and embeddings to enhance speaker diarization accuracy in video files.

Transcribes audio to text using Whisper models (small, base, medium, large-v3) or faster-whisper, aligning timestamps with diarization for speaker-labeled subtitles.

Enables running Python-based ML model training on cloud GPUs (A100/T4/A10G) via Modal, handling setup, GPU selection, and data management.

Fuses visual cues (face/lip tracking via OpenCV) with audio embeddings to enhance speaker diarization accuracy in video files with multiple speakers.

Automates PDF document processing including text/table extraction, merging, splitting, and form filling for scalable workflows.

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

Provides fuzzy string matching capabilities to reconcile entity names (e.g., companies, people) across datasets with spelling variations, typos, or formatting differences.

Builds and manages distributed Erlang applications on BEAM VM, handling node connectivity, fault tolerance, and distributed process coordination.

Automates Spring Boot 2.x to 3.x migration, handling dependency updates, Java version upgrades, and OpenRewrite-based code transformations.

Provides a Python package for the GaMMA earthquake phase association algorithm, processing seismic phase picks and station data to cluster events and output source parameters.

Summarizes advantages and disadvantages of seismic phase picking methods based on 2025 Earthquake Catalog Workshop research.

Comprehensive tool for spreadsheet creation, editing, and data analysis with formula support, formatting, and visualization capabilities.

Processes GLM model output files, extracting temperature data, converting depth coordinates, and calculating RMSE against observational data.

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

Assists in migrating Spring Security 5 configurations to Spring Security 6, including updates to configuration classes, method security annotations, and request matching syntax.

Comprehensive SSH penetration testing tool for enumerating configurations, brute-forcing credentials, and auditing SSH security vulnerabilities.

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

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

Builds scalable data pipelines, ETL/ELT systems, and real-time streaming infrastructure using Spark, Airflow, and Kafka for data modeling and governance.

Assists in implementing Erlang OTP behaviors like gen_server, gen_statem, and supervisors for building fault-tolerant applications.