Andac Demir

Andac Demir Email and Phone Number

Senior Expert Data Scientist at Novartis @ Novartis Institutes for BioMedical Research (NIBR)
Basel, Baselstadt
Andac Demir's Location
United States, United States
About Andac Demir

Experienced Machine Learning Scientist designing, implementing, and deploying cutting-edge AI/ML models for molecular docking, virtual screening & hit generation, property prediction, protein sequence analysis and target identification, as well as developing Computer Vision (MRI, PET/CT, Pathology) and Signal Processing (EEG, EMG, ECG) applications.Proficiencies: Executing machine learning and deep learning methodologies to expedite target identification and lead generation. Utilizing Geometric Deep Learning, Algebraic Topology, Energy-Based Models and Protein Language Models for innovations in AI-driven drug discovery.Core Competencies: Implementing scalable and resilient software through Test-Driven Development and CI/CD pipelines. Publications at top-tier AI conferences (NeurIPS, ICLR, CVPR).

Andac Demir's Current Company Details
Novartis Institutes for BioMedical Research (NIBR)

Novartis Institutes For Biomedical Research (Nibr)

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Senior Expert Data Scientist at Novartis
Basel, Baselstadt
Website:
novartis.com
Employees:
5
Company phone:
+41 61 324 11 11
Company email:
eric.althoff@novartis.com
Andac Demir Work Experience Details
  • Novartis Institutes For Biomedical Research (Nibr)
    Senior Expert Data Scientist
    Novartis Institutes For Biomedical Research (Nibr) May 2023 - Present
    Basel, Baselstadt, Ch
    Training masked language models and mixture models for target identification, perturbation response prediction, and optimal transport planning on omics data.
  • Novartis Institutes For Biomedical Research (Nibr)
    Expert Data Scientist
    Novartis Institutes For Biomedical Research (Nibr) Jan 2022 - May 2023
    Basel, Baselstadt, Ch
    Training ML models for high-throughput screening, property prediction, and molecular glue discovery.
  • Northeastern University College Of Engineering
    Graduate Research Assistant
    Northeastern University College Of Engineering Sep 2017 - Dec 2021
    Boston, Massachusetts, Us
  • Mitsubishi Electric Research Laboratories
    Machine Learning Researcher
    Mitsubishi Electric Research Laboratories May 2020 - Dec 2020
    Cambridge, Ma, Us
    AutoML, Bayesian Network Structure Learning, Causal Inference, Graph Neural Networks.
  • Schlumberger
    Machine Learning Engineer
    Schlumberger Jun 2018 - Aug 2018
    Houston, Texas, Us
    Schlumberger is the world's leading provider of technology for reservoir characterization, drilling, production, and processing to the oil and gas industry.

Andac Demir Education Details

  • Northeastern University
    Northeastern University
    Electrical Engineering
  • Tufts University
    Tufts University
    Electrical Engineering
  • Robert College
    Robert College
    Science Track

Frequently Asked Questions about Andac Demir

What company does Andac Demir work for?

Andac Demir works for Novartis Institutes For Biomedical Research (Nibr)

What is Andac Demir's role at the current company?

Andac Demir's current role is Senior Expert Data Scientist at Novartis.

What schools did Andac Demir attend?

Andac Demir attended Northeastern University, Tufts University, Robert College.

Who are Andac Demir's colleagues?

Andac Demir's colleagues are Karel Endrst, Pavitra Ramakrishnan, Joanne Rangeley, Sameer Darekar, Sonia Gil Diz, Brock Northrup, Jennifer Pavone.

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