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Queries and interprets NCBI ClinVar data to provide standardized genetic variant classifications and clinical significance evidence.
Monitors and analyzes new cryptocurrency token launches, IDOs, and on-chain metrics to provide real-time market insights and risk assessments.
Automates the enforcement of data types, referential integrity, and custom business rules across database schemas to ensure high-quality data storage.
Optimizes command-line workflows for Git, GitHub CLI, and npm to streamline version control and package management.
Reviews TypeScript code to eliminate unsafe patterns and ensure maximum type coverage.
Scans codebases and configuration files to identify PII leaks, privacy vulnerabilities, and regulatory compliance risks like GDPR and HIPAA.
Standardizes coding workflows and quality gates to ensure rigorous implementation cycles and high code quality.
Designs and implements personalized recommendation systems using collaborative filtering, content-based models, and hybrid approaches.
Validates application authentication implementations against security best practices and industry standards to identify vulnerabilities.
Evaluates machine learning model performance using a comprehensive suite of metrics to ensure accuracy and deployment readiness.
Optimizes database query performance through intelligent index design, implementation, and automated performance validation.
Identifies and remediates exposed secrets, API keys, and credentials within codebases using advanced pattern matching and entropy analysis.
Creates, edits, and analyzes professional PowerPoint presentations using HTML-to-PPTX workflows and deep OOXML manipulation.
Automates the design and implementation of partitioning strategies for large-scale databases to optimize query performance and data maintenance.
Automates the generation of scheduler-aware phylogenomic workflows from genome assemblies using single-copy orthologs.
Conducts comprehensive security audits, vulnerability scans, and compliance checks across codebases and infrastructure configurations.
Extracts and validates structured data from scientific PDF collections for systematic reviews and meta-analyses.
Simplifies testing Temporal workflows using pytest with time-skipping and advanced mocking strategies.
Implements robust rate limiting strategies like sliding windows and token buckets to protect backend services from excessive traffic and abuse.
Automates budget versus actual financial variance analysis in Excel with professional flagging and executive commentary.
Automates LimaCharlie security operations including sensor management, threat hunting, and detection engineering via a specialized sub-agent.
Provisions and manages secure Vertex AI Agent Engine infrastructure using standardized Terraform patterns.
Orchestrates isolated, reproducible test environments using Docker Compose and Testcontainers for consistent software testing.
Analyzes application performance metrics like CPU usage and memory consumption to identify and resolve code-level bottlenecks.
Automates laboratory workflows and controls liquid handling robots and analytical equipment through a hardware-agnostic Python interface.
Provides deep interpretability and explainability for machine learning models using advanced techniques like SHAP and LIME.
Automates the identification, execution, and analysis of regression tests to ensure code stability and prevent unintended breakages.
Generates comprehensive security audit reports identifying vulnerabilities, compliance gaps, and actionable remediation steps.
Automates comprehensive end-to-end testing for iOS and Android applications using industry-standard frameworks like Appium, Detox, and XCUITest.
Identifies and remediates exposed secrets, API keys, and sensitive credentials within your codebase to prevent security breaches.
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