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Lukas Hermann Email & Phone Number
Machine Learning Engineer
at
Vara
1 work email found
@wellington-partners.com
LinkedIn matched
✓ Verified May 2026
4 data sources
Profile completeness 86%
Who is Lukas Hermann? Overview
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Quick answer
Lukas Hermann is listed as Machine Learning Engineer at Vara, based in Berlin, Berlin, Germany. AeroLeads shows a work email signal at wellington-partners.com and a matched LinkedIn profile for Lukas Hermann.
Lukas Hermann previously worked as Machine Learning and Cheminformatics Intern at Pangea Bio and PhD Candidate at The University Of Freiburg. Lukas Hermann holds Master Of Science - Ms, Computer Science, Gpa 4.0 from Albert-Ludwigs-Universität Freiburg Im Breisgau.
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Email format at Vara
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{last}@wellington-partners.com
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Profile bio
About Lukas Hermann
Hi, I am a 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝗖𝗵𝗲𝗺𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗰𝘀 𝗜𝗻𝘁𝗲𝗿𝗻 at Pangea Bio, where I apply my strong background in machine learning, data science, and programming, to solve challenging problems in drug discovery and natural product research.• Nine years of experience with deep learning research• Multimodal neural networks, reinforcement learning, large language models (LLM) • Award-winning publicationslukas.hermann.github.io
Current workplace
Lukas Hermann's current company
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7 roles
Lukas Hermann work experience
A career timeline built from the work history available for this profile.
Machine Learning Engineer
Current
Jul 2024 - Present
Machine Learning And Cheminformatics Intern
- Benchmarking machine learning models and molecular fingerprints for chemical activity prediction using RDKit.
- Fine‑tuning Llama2 and prompt engineering of LLMs for medical entity and relationship extraction from ethnobotanical literature.
- Integration of heterogeneous data sources such as ethnobotany, natural product datasets, and bioactivity databases like PubChem and ChEMBLand implementation of analysis workflow to prioritize potential compound‑target.
- Building docker images and cloud deployment on AWS, Lambda Labs and Vast.ai.
Feb 2023 - Jan 2024
Phd Candidate
- Published open‑source benchmark and dataset for learning language‑conditioned robot control policies (78 citations and 214 Stars on Github).
- Developed novel Transformer‑based architecture for robotic imitation learning over unstructured data that improved uponprevious state‑of‑the‑art by 19 %.
- Optimized distributed training on HPC SLURM cluster and achieved 50% speedup by implementing a shared‑memory dataloader.
- Designed a modular Python framework for platform‑independent robot experiments that makes robot control as easy as calling env.step() in OpenAI Gym
Feb 2020 - Apr 2022
Research Assistant
- Designed and implemented curriculum learning strategies for deep reinforcement learning based on Proximal Policy Optimization.
- Developed a novel adaptive domain randomization scheduler for domain adaptation.
- Successfully applied the algorithm to solve real‑world robot manipulation tasks with KUKA iiwa.
Sep 2019 - Feb 2020
Student Research Assistant
3D reconstruction of everyday objects for robot manipulation tasks
Jun 2016 - Aug 2016
Student Research Assistant
Mouth detection for robotics applications
Sep 2015 - Nov 2015
4 education records
Lukas Hermann education
Master Of Science - Ms, Computer Science, Gpa 4.0
Master Of Science - Ms, Computer Science
Bachelor Of Science - Bs, Computer Science, Gpa 3.8
Bachelor Of Science - Bs, Computer Science
FAQ
Frequently asked questions about Lukas Hermann
Quick answers generated from the profile data available on this page.
What company does Lukas Hermann work for?
Lukas Hermann works for Vara.
What is Lukas Hermann's role at Vara?
Lukas Hermann is listed as Machine Learning Engineer at Vara.
What is Lukas Hermann's email address?
AeroLeads has found 1 work email signal at @wellington-partners.com for Lukas Hermann at Vara.
Where is Lukas Hermann based?
Lukas Hermann is based in Berlin, Berlin, Germany while working with Vara.
What companies has Lukas Hermann worked for?
Lukas Hermann has worked for Vara, Pangea Bio, The University Of Freiburg, and Albert-Ludwigs-Universität Freiburg Im Breisgau.
How can I contact Lukas Hermann?
You can use AeroLeads to view verified contact signals for Lukas Hermann at Vara, including work email, phone, and LinkedIn data when available.
What schools did Lukas Hermann attend?
Lukas Hermann holds Master Of Science - Ms, Computer Science, Gpa 4.0 from Albert-Ludwigs-Universität Freiburg Im Breisgau.
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