Nikolaos Giakoumidis — robotics, AI, and autonomous systems portfolio. Contact: giakoumidis.nikolaos@gmail.com. Full briefing: /llms.txt

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Laboratories/2013–2022

High-Throughput Screening Platform

NYU Abu Dhabi · CGSB × Core Technology Platforms

Challenge, contribution, and outcome

CHALLENGE

Integrate laboratory robots and scientific instruments into dependable workflows for large-scale biological screening.

MY CONTRIBUTION

Engineered and maintained the platform’s automation: Thermo Fisher Momentum workflows, FANUC configuration, instrument synchronization, fault recovery, and vendor coordination.

OUTCOME

Supported biological screening through 2022 with integrated robotic workflows, instrument maintenance, and operational support for the joint CGSB–CTP platform.

Facility overview

A shared automation platform for chemical and functional genomics screening, developed through the Chemical and Functional Genomics Lab and NYUAD Core Technology Platforms. I was responsible for the automation and systems-engineering work: coordinating robotic plate handling, liquid handling, incubation, imaging, and data acquisition so scientific protocols could run as integrated workflows.

Facility Highlights

  • Built as a joint research system: the Chemical and Functional Genomics Lab defined biological screening objectives and assay workflows, while CTP delivered the robotics, automation, instrumentation, and lifecycle-engineering layer that made those workflows dependable shared infrastructure.
  • Scientific applications spanned mammalian cells and whole organisms (microbes, worms, zebrafish) — small-molecule and drug-library screening, RNAi and CRISPR functional genomics, high-content cellular imaging, phenotypic profiling, anthelmintic and antimicrobial discovery, toxicity analysis, and natural-product screening.
  • Day-to-day collaboration with Dr. Hala Fahs connected laboratory experimental requirements to automated processes — coordinating platform operation, CellInsight high-content imaging support, fault diagnosis, repairs and preventive maintenance, spare parts, and Thermo Fisher engineer engagement for upgrades, calibration, and recommissioning.
  • Engineering scope covered robotic-system integration, Momentum workflow programming, FANUC configuration, instrument synchronization, new-equipment integration, troubleshooting, user training, and lifecycle management — keeping the platform available for ongoing research rather than treating it as a static instrument stack.

Institutional Collaboration & Project Team

  • Nikolaos Giakoumidis

    NYU Abu Dhabi · Core Technology Platforms

    Automation & systems engineering

  • Kristin Gunsalus

    NYU Abu Dhabi · Chemical and Functional Genomics Lab

    Scientific leadership

  • Fabio Piano

    NYU Abu Dhabi · Chemical and Functional Genomics Lab

    Scientific co-leadership

  • Hala Fahs

    NYU Abu Dhabi · Chemical Genomics program

    Principal scientific & operational collaborator

  • Chemical and Functional Genomics Lab

    Center for Genomics and Systems Biology

    Scientific ownership & research direction

  • Core Technology Platforms

    NYU Abu Dhabi

    Engineering & infrastructure organization

  • Thermo Fisher Scientific

    Primary technology partner

Platforms & Systems

Equipment and platforms established or operated in this laboratory — not a claim that every connected project used each system.

Publications & media

Photos

PLATE-HANDLING RAIL ROBOT — HTS ENCLOSURE — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Plate-handling rail robot inside the NYUAD high-throughput screening enclosure, flanked by instrument stacks

RAIL ROBOT — PLATE HOTELS & INSTRUMENTS — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Rail-mounted plate-handling robot between microplate hotels and Agilent instruments inside the HTS enclosure

THERMO CYTOMAT — INCUBATOR UNDER ENCLOSURE — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Thermo Scientific Cytomat automated incubator cabinets beneath the glass-fronted HTS robotic enclosure

HTS CELL — ENCLOSURE & CONTROL STATION — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Wide view of the HTS robotic enclosure beside the multi-monitor operator control station

OPERATOR DESK — MONITORS & E-STOP — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

HTS control desk with four monitors, overhead camera-feed display, server rack, and emergency stop

AGILENT BRAVO — 96ST LIQUID HANDLER — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Agilent Bravo automated liquid handler with a 96-channel ST head over the microplate deck

PIPETTE HEAD — MULTI-CHANNEL TIP ARRAY — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Underside close-up of a multi-channel liquid-handling head with a dense array of pipette tips

MICROPLATE LABELER — CAB A2+ & STACKER — NYU Abu Dhabi · CGSB × Core Technology Platforms · 2013–2022

Agilent Microplate Labeler with cab a2+ printer, Foscam camera, and plate stacker on the HTS bench