vamseeachanta

Convert engineering Excel workbooks to Python code using Codex Desktop cowork on Windows. Benchmarked superior output with 24 vs 7 functions and 81 vs 53 tests for Ballymore jumper.

Convert engineering Excel workbooks to Python code using Codex Desktop cowork on Windows. Proven superior quality vs Linux openpyxl extraction (24 vs 7 functions, 81 vs 53 tests). Validated on Ballymore jumper installation analysis.

Convert Excel calculation spreadsheets to Python code — extract formulas, build dependency graphs, generate pytest tests using cell values as assertions, and produce dark-intelligence archive YAMLs.

Convert engineering Excel workbooks to Python code using Claude Desktop cowork on Windows. Benchmarked superior output with 24 vs 7 functions and 81 vs 53 tests for Ballymore jumper.

Convert engineering Excel workbooks to Python code using Claude Desktop cowork on Windows. Proven superior quality vs Linux openpyxl extraction (24 vs 7 functions, 81 vs 53 tests). Validated on Ballymore jumper installation analysis.

Convert Excel calculation spreadsheets to Python code — extract formulas, build dependency graphs, generate pytest tests using cell values as assertions, and produce dark-intelligence archive YAMLs.

Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.

Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis…

Assess load-block fatigue damage and life from stress histories or histograms, export traced reports, or connect signed jumper bend-radius histories to fatigue.

Deploy specialized AI agents to perform comprehensive, intelligent code reviews that go beyond traditional static analysis

The FreeCAD Agent is an AI-powered automation tool for FreeCAD that enables natural language CAD operations, intelligent batch processing, and seamless integration with engineering analysis workflows.

The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation. It provides automated mesh generation, quality assessment, optimization, and integration with engineer...

Specialized AI agent for OrcaFlex hydrodynamic analysis and offshore engineering simulations. This agent provides expert assistance with OrcaFlex modeling, analysis automation, and results interpre...

Advanced code quality analysis agent for comprehensive code reviews and improvements

Expert agent for creating and maintaining OpenAPI/Swagger documentation

SPARC Architecture phase specialist for system design

Perform offshore field development economic analysis with NPV, MIRR, IRR, and payback calculations. Use for investment analysis, cashflow modeling, BSEE data integration, development system classification, and Excel report generation.

Build field-level offshore infrastructure data bundles from local BSEE tables for engineering products. Use when users ask for field structures, platforms, pipelines, risers, jumpers, umbilicals, FMP/MCP systems, appurtenances, or product-ready field…

Extract and process BSEE (Bureau of Safety and Environmental Enforcement) data including production, WAR (Well Activity Reports), and APD (Application for Permit to Drill) data. Use for querying production data, well activities, drilling permits, completions,…

Perform NPV analysis and economic evaluation for oil & gas assets. Use for cash flow modeling, price scenario analysis, Monte Carlo simulation, P10/P50/P90 probabilistic analysis, working interest calculations, and financial metrics (IRR, payback, NPV) for…

Forecast oil & gas well production using decline curve analysis. Use for EUR estimation, type curve generation, production modeling, and reserve calculations with Arps decline models (exponential, hyperbolic, harmonic).

Summarize worldenergydata source readiness, freshness, data locations, and scheduler blockers from repo metadata. Use when asked for worldenergydata data completeness, latest data dates, data locations, refresh status, scheduler source health, or…

Analyze drilling performance and metrics using API 12-digit well numbering system. Use for drilling time analysis, cost benchmarking, well comparison, sidetracks tracking, and drilling efficiency metrics across GOM fields.

Energy Data Visualizer (user)

Runs an independent adversarial verification loop on a produced change (extraction code, corpus batch, or page set) until a clean PASS — the producer never self-certifies, the reviewer is prompted to refute and to build runnable reproducers for code findings,…

Triages a raw company archive into an ingest set by classifying on content (not extension), value-ranking candidates, deduping superseded versions, and hard EXCLUDING PII and third-party-confidential material before any extraction. Use when starting an…

Scores committed extracts against an independent extraction engine (a different codebase than the pipeline lane) to produce measured per-lane precision/recall, with two-tier numeric scoring and a hard rule that every sub-1.0 number is attributed to a named…

Use when routing knowledge by declared visibility, source rights and access permissions. Review client, project, personal and location identifiers in the final report.

Vision-verifies the next batch of auto-extracted tables against rendered page images and writes closed-set verdicts with binary-faithful queue I/O, one PR per batch. Use when promoting provisional table extractions to a trusted (verified) state, correcting…

Runs the right deterministic extraction lane per office/email format and records each format's KNOWN losses UNDER A TEXT/CSV LANE in a coverage ledger so a faithful extract never masquerades as complete. Use when extracting docx/xlsx/msg/pdf/pptx sources…

Classifies XLS/XLSX workbooks before extraction and requires a traceable input data or logic contract, code artifact, and verified output artifact for a ten-file canary. Use when spreadsheet files may contain formulas, named ranges, charts, cached values,…

Enforces the structural contract for a knowledge-store page — layered input/output split, provenance frontmatter, trust labels on every value-bearing artifact, and the public/private abstraction gate. Use when creating or reviewing any wiki/knowledge page…

Professional-grade quality bar for aceengineer.com — the design system as it actually ships, plus the accessibility, typography, layout and consistency criteria every page is held to. Use when reviewing or changing any page under content/**, when adding a…

Build and refine consistent, data-backed engineering capability report systems in aceengineer-website. Use for capability landing pages, study narratives, validation fixtures, all-case visual galleries, individual analysis reports, comparison reports, Hugging…

Deploy and verify the AceEngineer static website on Vercel, including local preview, static asset checks, and post-deploy verification.

Maintain SEO-facing content, metadata, sitemap/robots consistency, and marketing page copy for aceengineer-website.