JAZEREEL LYDIA GOH REIKO // self

ABOUT ME

A Mechatronics & Robotics trained engineer with track records of architecting custom automation solutions across high-compliance banking and industrial environments.

▷ Specialized in: Identifying systemic bottlenecks and replacing manual friction with custom developed Python and VBA automation tools to scale engineering productivity.

▷ Experienced in: Managing high-availability virtualized environments using Proxmox and Docker.

▷ The Systems Gatekeeper: Operating with high-integrity 'Black Box' logic—recording the truth of a system, however messy, to ensure safety-critical stability.

CREDENTIALS

[2016] Diploma in Mechatronics & Robotics
Singapore Polytechnic
[2023] COVID-19 Resilience Medal
Ministry of Health // 30448
[2022] Data Analytics for Everyone (DA4E)
AI Singapore // Descriptive Analytics
[2022] Data Analytics for Everyone (DA4E)
AI Singapore // Predictive Analytics
[2022] AI FOR EVERYONE (AI4E)®
AI Singapore // AI4E
[2022] TagUI
AI Singapore // Beginners Course
[2021] EggPlant Functional
Keysight // Level 1 - Expert
[2021] Counterfeit Awareness
Keysight
[2020] AI From the Data Center to the Edge
Intel // An Optimized Path Using Intel® Architecture
[2020] AI For Everyone®
AI Singapore // Theory
[2020] AI FOR INDUSTRY®
AI Singapore // Foundations in AI
[2020] AI FOR INDUSTRY®
AI Singapore // Literacy In AI
[2020] Infection Prevention and Control for Healthcare Support
HPB // Certificate of Completion

2023 — Present DBS BANK // TEST ANALYST (MANUAL / AUTOMATION)

≫ Cryptographic Engineering: Engineered a custom TWQR Payment Generator using Python and DES3 Cryptography to unblock development and testing cycles by simulating secure transaction payloads.
▷ Baseline Architecture: Reverse-engineered regional and global specifications to establish the first internal testing baseline for DBS's Taiwan market integration.
▷ Systems Integration: Developed multi-threaded TUI and GUI applications (py_cui, Rich, Kivy) to automate data injection and sanitize complex QR payloads.
▷ Early-Phase Quality: Implemented 'Shift-Left' quality checks during initial coding phases, identifying 'showstopper' logic errors before they reached system-wide integration.
▷ Cross-Platform Stability: Deployed BDD-driven test suites (jBehave, Digital.ai) across SG, TW, and HK, ensuring uniform stability for retail banking apps on iOS and Android.

2022 SIEMENS SG // METRICS VALIDATOR / SOFTWARE TEST ENGINEER

≫ NLP Implementation: Deployed Natural Language Processing (NLTK/Python) to parse and resolve ambiguous user inputs, transforming 'messy' field data into structured requirements.
▷ BI Logic Audit: Verified Business Intelligence logic and metric definitions to ensure that high-level analytics reflected the actual mechanical truth of railway systems.
▷ Big Data Extraction: Leveraged Python and HIVE SQL to manipulate and sanitize large-scale, heterogeneous datasets for LTA and ST Engineering projects.
▷ Compliance Verification: Designed SIT/UAT suites to strictly align software outputs with System Requirements (SRS), maintaining safety-critical railway standards.

2021 — 2022 KEYSIGHT SG // AUTOMATED SOFTWARE TESTING CONSULTANT

≫ HMI Debugging: Audited Human-Machine Interface (HMI) software using C#, identifying and debugging critical logic failures at the hardware-software interaction layer.
▷ Framework Migration: Architected the conversion of legacy manual test suites into automated libraries using SenseTalk (Eggplant Functional) and Selenium WebDriver.
▷ Edge-Case Auditing: Implemented aggressive negative testing to identify system behavior under out-of-scope inputs, securing the platform against unknown failure states.
▷ Heuristic Validation: Designed UAT protocols to verify that automated results maintained 100% parity with legacy human-driven baselines.

2020 — 2021 OCBC BANK // TEST ANALYST (MANUAL)

≫ Equities Launch: Validated and unblocked the launch of the Equities trading platform, ensuring high-integrity execution for complex financial transactions.
▷ Process Automation: Engineered internal macros and Python scripts to automate redundant account setup workflows, accelerating the SIT/UAT testing lifecycle.
▷ Payment Standards: Tested and implemented EMVCo SGQR mobile functions, ensuring regional payment standards were met across the mobile ecosystem.
▷ Stress & Integrity: Executed rigorous stress testing on retail banking apps to identify systemic breaking points and edge-case vulnerabilities.

2020 COVID-19 NATIONAL SUPPORT // HEALTHCARE ASSISTANT / HPB SWABBER

≫ National Recognition: Awarded the COVID-19 Resilience Medal for sustained commitment to national safety: No. 30448
▷ Database Integrity: Managed the national COVID-19 database, ensuring high-fidelity tracking of patient records and test results.
▷ Protocol Execution: Enforced rigorous bio-safety procedures in collaboration with nursing staff across multiple high-risk locations.

2019 VENTURE PTE LTD // SYSTEMS TESTER (FIRMWARE & HMI)

≫ Kernel Diagnostics: Managed an air-gapped Linux testing environment; developed a custom library of Bash scripts to automate kernel-level diagnostic routines.
▷ Interface Integrity: Validated specialized micro-electronics for HMI systems, ensuring signal integrity between custom hardware and control interfaces.
▷ Validation Logic: Engineered novel hardware validation protocols to stress-test prototype logic, reducing manual verification cycles.

2018 — 2019 RAZER SG // TEST TEAM LEAD (HARDWARE & SOFTWARE)

≫ Operational Oversight: Directed a high-throughput testing operation, coordinating a peak force of 30 testers to ensure delivery across parallel product lines.
▷ UAT Architecture: Architected comprehensive User Acceptance Testing (UAT) frameworks for prototype hardware, establishing the quality baseline for global releases.
▷ Efficiency Injection: Developed custom Excel Macros and AutoHotkey automation logic to eliminate repetitive manual telemetry logging.
▷ Technical Liaison: Served as the primary technical bridge to design engineers, translating complex testing telemetry into actionable hardware refinements.

2018 HP SINGAPORE // SOFTWARE TESTER (PROTOTYPE SYSTEMS)

≫ Environmental Stress Testing: Performed aggressive hardware-software validation on prototype systems using oscilloscopes and thermal stress environments (industrial freezers/ovens) to identify failure thresholds.
▷ Defect Reconstruction: Captured and documented non-linear system bugs, recreating complex failure states to unblock firmware engineering cycles.
▷ Workflow Augmentation: Engineered custom Excel Macros and AutoHotkey scripts to inject automation into manual testing workflows, increasing throughput for prototype validation.

2016 — 2018 MANUFACTURING INTEGRATION TECHNOLOGY LTD // TECHNICAL SPECIALIST (SEMICONDUCTOR)

≫ Kinematic Calibration: Managed the assembly and high-precision calibration of silicon wafer 'pick and place' robotics, ensuring micron-level accuracy in high-speed manufacturing.
▷ Vision System Validation: Configured and tested 3D machine vision cameras for chip scanning, bridging the gap between physical optical capture and digital defect detection.
▷ Cleanroom Deployment: Executed onsite systems integration and troubleshooting at AMS Micron, maintaining rigorous cleanroom protocols while resolving hardware-logic collisions.