Neil Mahure

Python · Rust · FastAPI · Claude / Gemini / DeepSeek · MLX · LanceDB · SQLite · Next.js · Tauri

• Placed a persistent agent layer between the operator and macOS, executing host actions through one gated surface
• Built the agent router on raw LLM primitives rather than a framework, dispatching by task type across 6 providers
• Routed 31 MCP tools through one authorization chokepoint, so every host write clears a per-tool permission check
• Cut symbol resolution to a graph lookup, pairing LanceDB vector recall with a filtered AST dependency graph
• Tied every phase release to a requirement-id trace over the full suite; the last complete run stood at 2,113 passing
• Traced 2,122 tests to 627 requirement ids, so no phase ships with a requirement nothing exercises
• Wrote ~111,000 lines across 683 commits in Python, Rust and TypeScript, under unit, integration and mutation suites
• Ran adversarial evaluation and the voice interface on-device under MLX on Apple Silicon, with no network call
• Kept the stack self-contained, running DeepSeek-R1, MLX-Whisper, Kokoro TTS and Openwakeword locally
• Specified later phases (sandboxed execution, a Rust authority kernel, multi-device operation) as designed, not built

Python · FastAPI · OpenAI · Pydantic · OAuth 2.0 · WebAuthn · Faster-Whisper · Twilio

• Shipped a desktop assistant into daily use by 1 real user, across Gmail, Calendar, Tasks and WhatsApp
• Exposed the assistant as an MCP server, so another agent drives it through the same authenticated tool surface
• Implemented Google OAuth 2.0 with scoped consent and refresh-token handling, plus WebAuthn passkey authentication
• Rendered cards, charts, tables and navigation in a Tauri client from Pydantic structured outputs
• Reached daily use in 5 weeks, at 57,723 lines and 579 tests across 129 commits, for one non-technical user
• Frozen at v1.0 deliberately. The authority problem it surfaced outweighed the next feature and became the gateway below
• Added Faster-Whisper speech-to-text and Twilio call and SMS alerting, so voice commands return live context

Python · MCP (stdio) · SQLite · HTTP approval surface · pytest

• Interposed a local gateway on an agent's MCP tool calls, holding every external effect for human approval
• Refused any call rewritten between the approval card and the wire, recording approved intent beside executed fact
• Proved the gated path end to end against a live Claude Code session and a real upstream server
• Surfaced 10 defects in the first live session against a green unit suite, then tested the class the suite structurally missed
• Disclosed the reversal class before each call, failing closed to irreversible wherever nothing can classify one
• Credential custody is designed and not built. The gateway and the ledger run; the vault is the next thing owed
• Extracted from the assistant above at v1.0, on the finding that an agent's report and its effect are different objects
• Carries 3,877 lines and 67 passing tests across 17 commits, as a working slice rather than a shipped product

Python · pytest · TOML

• Halted execution on 19 manifest checks before first import, turning a late runtime traceback into a startup refusal
• Scoped it to refuse rather than repair, so a failed check never leaves a half-corrected environment behind it
• Reached feature-complete at 150 tests across 7,979 lines, installed from source rather than published to PyPI

Python · PostgreSQL / pgvector · XGBoost · scikit-learn · Alpaca · Kalshi · Polymarket

• Coordinated specialist agents across sentiment, prediction, risk, memory and execution over three trading venues
• Compressed a strategy question from an overnight job to 11.1s with a vectorized backtest replay
• Gated the live path behind win-rate thresholds, drawdown kill-switches and budget caps. Every position remains paper
• Replayed 89 × 250 × 24 to reach that figure, fast enough to stay inside a research loop
• Logged every agent decision to a pgvector telemetry store, feeding signal quality and win rates into tuning
• Built the lab across 59,393 lines and 668 tests, with the live execution path closed until a strategy clears

• Supported an SAP ECC to S/4HANA conversion across 30+ legal entities, cutting month-end close from 10 days to 6
• Recovered the undocumented reporting logic behind 100K+ client records and rebuilt it in SQL, Python and Tableau
• Automated multi-step consolidation into dashboards, cutting reconciliation errors 30% across entities
• Configured and validated SAP FICO across AP, GL, intercompany and fixed assets, owning migration validation and UAT
• Surfaced anomalies the client had read as process error, and standardized OKR and KPI tracking across entities

• Drove full-cycle go-to-market for 5 artists, growing one release 100K to 1M in two weeks on playlist placement
• Engineered VBA royalty tracking across a $100K+/month catalog, recovering $1K-$10K in missed payments each cycle
• Grew catalog revenue 14% over one year on rolling streaming and sync payouts across the same catalog
• Ran paid activation across Spotify, YouTube and Instagram, coordinating release timing, creative and distribution
• Mixed and mastered for major-label artists including DIVINE, Karan Aujla, Jonita Gandhi, PapiTHBK, Samara Cyn and Prznt

• Delivered monthly executive reporting on OKR/KPI frameworks (MRR, LTV/CAC, churn) for 10+ creator-economy clients
• Standardized deliverables and launch-readiness tracking into templates, cutting reporting overhead 30%

• Replaced manual reporting for 300+ SKUs with a SQL-fed VBA dashboard, cutting the weekly cycle from 3 days to 1