Document the business logic and write test cases with known inputs and correct outputs, so the numbers can be verified after the production build.
Build one working proof of concept: model a single module (likely the cap table) in a real database, load real data, and reproduce the current software's numbers exactly.
Work directly with the founder and the team, raise questions early, and make sensible calls where requirements aren't fully defined.
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Manage and supervise daily site labour workforce, including manpower planning, attendance, productivity, and work allocation.
Coordinate and liaise with subcontractors, vendors, suppliers, clients, landlords, consultants, and other project stakeholders to ensure smooth project execution.
Review, verify, and assess subcontractor claims to ensure accuracy and compliance with actual work progress and project requirements.
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Build an impressive portfolio of mechanical and electrical (M&E) designs and assembly drawings that align with top-tier municipal and industrial engineering standards.
Produce and revise detailed mechanical and fabrication technical drawings using AutoCAD and SolidWorks to help us execute flawless equipment builds.
Generate highly accurate assembly and isometric drawings based on specific engineering calculations, allowing our fabrication team to construct systems with absolute precision.
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Work closely and regularly update draughtsman on any design changes and/or drawing revision.
Drawing preparations including provide information, giving instruction, review, and check drawing for completeness and correctness, amendments and etc.
Follow up on project technical issues, visit and meet up with clients and/or authority officer.
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Build and operate the harder engineering layers of a solution when projects demand it: orchestrated pipelines, worker-based and event-driven architectures, stream processing, and scaling for data volume and concurrency.
Own solution quality: data validation, model evaluation, reproducibility, performance, and operational reliability (monitoring, alerting, failure recovery).
Lead and mentor a team of junior data scientists and analysts; review their work, unblock them technically, and grow their skills.
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