Deepesh Agarwal
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Deepesh Agarwal Email & Phone Number

Applied Machine Learning at Bayer
Location: Hyderabad, Telangana, India 6 work roles 5 schools
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Current company
Bayer
Role
Applied Machine Learning
Location
Hyderabad, Telangana, India
Company size
98602 employees

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Deepesh Agarwal is listed as Applied Machine Learning at Bayer, a with 98602 employees, based in Hyderabad, Telangana, India. AeroLeads shows a matched LinkedIn profile for Deepesh Agarwal.

Deepesh Agarwal previously worked as Data Science Trainer at Freelancer and Senior Project Scientist at Indian Institute Of Technology, Madras. Deepesh Agarwal holds Advanced Certification, Generative Ai And Prompt Engineering, 90/100 from Indian Institute Of Science (Iisc).

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Bayer

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Profile bio

About Deepesh Agarwal

I am a Data Science and Machine Learning (DS & ML) professional with experience in software & pipeline development in biomedical domain and project management-cum-coordination. In the past, I have worked as a machine learning consultant and engineer for several projects in pharmaceutical companies including GSK. Some projects include pipeline development for heterogeneous reconstruction of 3D density maps from CryoEM data using deep learning-based tools. I had also co-led efforts to build in-house biomedical knowledge graphs for Excelra and then used deep learning libraries for use-cases like drug-repurposing and target-identification. During my PhD, I developed graph algorithms to infer protein-protein interactions within large protein assemblies merely from mass measurements of the entire assembly and its respective sub-assemblies. I have been involved in developing DS & ML content and delivered online classes over weekends for working professionals. My hobbies include reading any captivating non-fiction book, teaching, movies, lawn tennis, meditation.

Current workplace

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Bayer
Bayer
Applied Machine Learning
leverkusen, north rhine-westphalia, germany
Website
bayer.com
Employees
98602
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6 roles

Deepesh Agarwal work experience

A career timeline built from the work history available for this profile.

Applied Machine Learning

Current
Bayer

Hyderabad, Telangana, India

Jul 2023 - Present

Data Science Trainer

Freelancer

Noida, Uttar Pradesh, India

Responsibilities include:- Course content design- Conducting hands-on Session- Assignment design and evaluation

Apr 2021 - Jun 2023

Senior Project Scientist

Indian Institute Of Technology, Madras

Chennai, Tamil Nadu, India

Led a team of PhD students to help the faculty develop a MOOC on "Big Data and Biological Networks"

Nov 2022 - Apr 2023

Scientific Manager

Excelra Knowledge Solutions, Pvt. Ltd.

Hyderabad, Telangana, India

⦁ CryoEM Heterogeneous reconstruction• Proteomics Pipeline Development⦁ Managed a team of 10+ Semantics Web experts to design Extract-Transform-Load pipeline to integrate multiple biomedical databases yielding a domain specific Knowledge Graph.⦁ Employed popular ML graph techniques such as Knowledge graph embeddings for the use-cases like Drug-Repurposing and Target-Identification Prediction.

Nov 2020 - Nov 2022

Research Scholar (Post Doc.)

Harvard Medical School

⦁ Modeled the data as a linear optimization problem and solved it for the range of relative concentration of phosphorylated proteins (modforms).⦁ Wrote a software pipeline in Python that solved LP problem, visualized and documented the results.⦁ Work published in bioRxiv, 2018.

Oct 2015 - Sep 2017

Postdoctoral Fellow

Gvk Bio

Hyderabad Area, India

-- Drug Repurposing-- Data Cleansing and Structuring

Jul 2015 - Aug 2015
Team & coworkers

Colleagues at Bayer

Other employees you can reach at bayer.com. View company contacts for 98602 employees →

AN Anna Nwaada Weber Anna Nwaada Weber Colleague at BayerGermany View → RA Ricardo Alberto Sanchez Tapia Ricardo Alberto Sanchez Tapia Colleague at BayerEscárcega Municipality, Campeche, Mexico View → PF Patricia Fassina Patricia Fassina Colleague at BayerSão Paulo, Brazil View → HC Henry Cabiedes Henry Cabiedes Colleague at BayerPeru View → HE Hesham El Khouly Hesham El Khouly Colleague at BayerCairo, Egypt View → JH Joerg Heidrich Joerg Heidrich Colleague at BayerWalnut Creek, California, United States View → OG Oscar Gonzalez Oscar Gonzalez Colleague at BayerZona Quince, Guatemala View → KB Klaus-Uwe Brueggen Klaus-Uwe Brueggen Colleague at BayerEssen, North Rhine-Westphalia, Germany View → SH Sarah Hoppig Sarah Hoppig Colleague at BayerGermany View → HL Helmut Lembrich Helmut Lembrich Colleague at BayerCologne Bonn Region, Germany View →
5 education records

Deepesh Agarwal education

Advanced Certification, Generative Ai And Prompt Engineering, 90/100

Indian Institute Of Science (Iisc)

Prompt engineering, Deep neural networks, NLP, Transformers, Attention mechanism, encoders, decoders, BERT, GPT, stable diffusion, CLIP.

Doctor Of Philosophy - Phd, Computational Biology, (Très Honorable)

Inria, Sophia Antipolis, France

⦁ Modeled two problems for structural inference -- - Stoichiometry of protein types in the assembly - Interconnectivty of proteins.

FAQ

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What company does Deepesh Agarwal work for?

Deepesh Agarwal works for Bayer.

What is Deepesh Agarwal's role at Bayer?

Deepesh Agarwal is listed as Applied Machine Learning at Bayer.

Where is Deepesh Agarwal based?

Deepesh Agarwal is based in Hyderabad, Telangana, India while working with Bayer.

What companies has Deepesh Agarwal worked for?

Deepesh Agarwal has worked for Bayer, Freelancer, Indian Institute Of Technology, Madras, Excelra Knowledge Solutions, Pvt. Ltd., and Harvard Medical School.

Who are Deepesh Agarwal's colleagues at Bayer?

Deepesh Agarwal's colleagues at Bayer include Anna Nwaada Weber, Ricardo Alberto Sanchez Tapia, Patricia Fassina, Henry Cabiedes, and Hesham El Khouly.

How can I contact Deepesh Agarwal?

You can use AeroLeads to view verified contact signals for Deepesh Agarwal at Bayer, including work email, phone, and LinkedIn data when available.

What schools did Deepesh Agarwal attend?

Deepesh Agarwal holds Advanced Certification, Generative Ai And Prompt Engineering, 90/100 from Indian Institute Of Science (Iisc).

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