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GitHub Quant Trading Project Analysis
Data & AI
Search GitHub for popular quantitative trading projects, analyze their architecture, features, and community activity, and provide actionable recommendations for your project.
Summarize Experiment Results
Data & AI
Creates a summary.md file capturing key metrics from a completed fine-tuning and evaluation experiment. Parses run statuses, extracts final training loss from SLURM logs and accuracy from .eval files, and compiles them into a textual report. Helps after running experiments to quickly get an overview of results without manually inspecting output files.
Orchestrate ML Pipeline
Data & AI
Orchestrate end-to-end machine learning pipelines using Prefect or Airflow with DAG construction, task dependencies, retry logic, scheduling, and monitoring for production ML workflows.
ClickHouse Analytics Patterns
Data & AI
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Lead Scoring
Data & AI
Design and apply lead scoring models combining firmographic fit, behavioral signals, and intent data to prioritize sales efforts.
Wasserstein Audit - Order Consistency
Data & AI
Scan all manuscript drafts and codebase for W1 vs W2 inconsistencies. Resolves the blocking Phase 0 deliverable.
Datarails Financial Data Extraction
Data & AI
Extract validated financial data from Datarails Finance OS to Excel workbooks. Generates sheets for P&L, Balance Sheet, KPIs (including ARR), and validation checks. Useful for financial analysts who need structured, cross-checked financial reports from the Datarails platform.
Meeting Insights Analyzer
Data & AI
Analyzes meeting transcripts to extract action items, key decisions, topics, sentiment, and generate AI-powered summaries.
OhMyYangJiBao - Fund Analyst
Data & AI
Personal A-share fund investment analysis assistant. Node.js scripts scrape public data with no backend required.
/validate-topology — Validate Topology Results
Data & AI
Verify mathematical correctness of topological data analysis (TDA) results against known benchmarks and internal consistency checks.
Skill Gap Analysis
Data & AI
Analyze gaps between a candidate profile and top-scored job postings. Produces a skill gap heatmap and learning plans.
Modern SQL Expert
Data & AI
Master modern SQL with cloud-native databases, performance optimization, and advanced analytical techniques for OLTP/OLAP.