Martin Bitiboto Consulting

About Me

Independent engineering consultant providing high-rigor System Test Management and Production AI Architecture for electronic and mechatronic systems. Combining over a decade of embedded/HIL validation experience with globally recognized project delivery (PMP) and testing frameworks (ISTQB Advanced), I help Rail,automotive, industrial, Batterysystem drived Mobility-Systems and aerospace clients shorten validation cycles and integrate secure AI workflows without compromising compliance.

Core Services & Consulting Pillars

Pillar 1: Mechatronic & Electronic V&V Program Management

End-to-end testing leadership grounded in PMP® delivery and ISTQB® Full Advanced quality governance.

Designing, executing, and leading complex test programs for safety-critical physical systems. I help automotive, industrial automation, and aerospace engineering teams align hardware validation with strict regulatory frameworks while keeping schedules and budgets under control.

• V&V Strategy & Test Architecture: Structuring comprehensive validation frameworks across Model-in-the-Loop (MIL), Software-in-the-Loop (SIL), and Hardware-in-the-Loop (HIL) environments.

• ISTQB Advanced Test Governance: Applying formal CTAL-TM, CTAL-TA, and CTAL-TTA techniques for test design, non-functional testing, risk analysis, and structural signal coverage.

• Compliance & Audit Readiness: Building bulletproof requirement-to-test traceability matrices (DOORS, Polarion, Jira) aligned with Safety relvante Standards in Rail, Automtiv, Batterysystems Industrie Standard.

• PMP Program Control: Rigorous schedule management, resource allocation, risk mitigation, and cross-functional leadership between software teams, hardware engineers, and executives.

Pillar 2: AI Integration for System Testing & Validation

Accelerating HIL bench throughput and log analysis engineered by a Claude AI.

Bringing modern, production-grade AI into legacy testing toolchains (Vector, dSPACE, NI, PyTest) without introducing non-deterministic chaos or violating compliance boundaries.

• Automated Test Script Generation: Building specialized AI agents that convert functional specs (ReqIF, Jira) into syntactically precise CAPL, LabVIEW, or PyTest code pre-checked against ISTQB test design principles.

• Intelligent Bus & Telemetry Parsing: Deploying local LLM and RAG pipelines to ingest multi-gigabyte .blf and .mf4 logs, enabling natural-language querying for CAN/LIN/EtherCAT anomalies.

• Custom MCP Bench Tooling: Architecting secure Model Context Protocol (MCP) servers to connect AI assistants directly to physical test benches, power supplies, and logic analyzers.

• Deterministic AI Validation: Applying ISTQB technical test analysis frameworks to evaluate, audit, and benchmark AI-generated code, guaranteeing reliability before bench deployment.

Pillar 3: Enterprise AI Architecture & Strategic Consulting

Certified architectural guidance to de-risk, build, and deploy production-grade AI systems.

Strategic consulting for organizations seeking to integrate state-of-the-art AI into technical enterprise workflows managed with PMP discipline and backed by Claude Architecture.

• Technical Feasibility & Architecture Audits: Evaluating model choices, context management, API cost structures, and data security models before writing a line of code.

• Agentic Orchestration & Tool Use: Designing robust multi-agent loops, custom tool-calling mechanisms, and automated fallback pathways for complex engineering tasks.

• Air-Gapped & Data-Safe Deployment: Implementing enterprise AI architectures that protect proprietary IP, source code, and hardware schemas from data leakage.

• AI Quality & Evaluation Suites: Leveraging ISTQB methodologies to build rigorous evaluation benches and guardrails for non-deterministic AI outputs.

Contact:

Martin Bitiboto Consulting

Bonhoefferstrasse 03

38444 Wolfsburg

Germany

Tel 004915212339254

Email: martin.bitiboto (alt)bitiboto-consulting.net