Fadhil Rifqi

- Review large volumes of multimodal AI output against structured quality criteria. The work moves between prompt analysis, visual description, and dataset review - Write clear visual descriptions that keep model responses consistent, and reverse-engineer prompts by taking existing video and image assets apart to recover the logic behind them - Rebuild scenes through image in-painting: remove subjects from group photos, then reconstruct the full frame from what's left - Run the whole pipeline, segmentation,

- Ran tills at 99%+ accuracy in Galway's only 24-hour convenience store: cash handling, reconciliation, and stock entry, all under shift pressure - Kept inventory accurate and shelves stocked in a store that never slowed down

- Kept ERP ingredient and production records at 98%+ accuracy. Those reports went straight into supervisors' production meetings - Became the interim ERP point of contact for the dispensary team during a company-wide rollout. Taught myself the system and wrote plain guides so teammates could find their way around it, without any formal authority - Coordinated urgent ingredient requests between the mixing and warehouse teams, which cut production delays by roughly 25%. Also ran early-shift stocktakes across

- Kept plants healthy across 4 greenhouses and 200 acres of public garden through the unpredictable winter-to-spring stretch. - Worked with a small intern team and professional horticulturists on fertilising, weeding, frost recovery, and getting the grounds ready for spring reopening.

- Advised landscaping professionals on plant choices that fit their site, look, and budget. B2B work, and it brought buyers back - Looked after 1,000+ plant varieties across 5 greenhouses and kept seasonal stock rotating and ready for wholesale - Unloaded and sorted 3 to 5 delivery trucks a day in peak season, anywhere from 200 to 1,000 plants a truck, with minimal handling damage - Picked and staged orders and kept the floor organised so buyers and delivery partners could move through quickly

- Tracked crop data (pH, water volume, growth, health) across 9 greenhouses and reported daily. Anything unusual went to the owner twice a week for early action. - Graded produce to a three-tier quality standard for B2B hotel and restaurant supply, and followed post-harvest checks before anything shipped. - Ran a hydroponics trial with four other interns, adjusting nutrients and spacing for more consistent crops.

- Ran weekly discussions and structured debates for a faculty-wide module of 400+ students across four departments - Lifted participation in a class of 102 by around 80% year on year, even fully remote, during the COVID shift - Worked with 9 professors and 10 teaching assistants on case-based material, and used tools like Kahoot, Padlet, and Zoom to keep sessions active - Recorded and edited course videos for lecturers who couldn't teach live, and handled grading and final submissions for all 102 students o