Scientific & Technical Solutions Examples
Selected Scientific Publications
GABAergic CaMKIIα+ amygdala output attenuates pain and modulates emotional-motivational behavior via parabrachial inhibition, Journal of Neuroscience, 2022
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Led experimental design, data collection and analysis. Wrote and finalized the published manuscript.
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Opioids induce bidirectional synaptic plasticity in a brainstem pain center in the rat, Journal of Pain, 2023
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Co-led experimental design and manuscript writing. Developed data processing tools for calcium imaging analysis, which continue to support ongoing work in the lab.
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Recovery of Brain Function by Neuroprostheses: A Challenge for Neuroscience and Technology, Brain-Computer Interface Research: A State-of-the-Art Summary, 2017
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Led the writing of a book chapter reporting on an interdisciplinary project aimed at replacing a damaged brain circuit using a neuroprosthetic system. Synthesized complex experimental and modeling work into a cohesive narrative, highlighting system design, biological integration, and future-facing implications
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Technical Documentation Examples
Financial Document Reader
Documented a stepwise pipeline combining LLM-based and algorithmic methods to extract structured financial data from SEC filings. Wrote accessible, detailed guides for each stage — from raw HTML ingestion to semantic extraction of concepts like cash position and long-term debt. Developed as a public example of documentation practices used in non-public automation workflows.
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S&P 500 Stocks: From Ingestion to Prediction
Documented a complete workflow spanning data ingestion, cleaning, adjustment, modeling, and result interpretation — with emphasis on setup clarity, modular execution, and transparent handling of real-world constraints. Created as a public example of documentation practices used in other, non-public technical work.
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Vienna Transit Cost Calculator
Documented a step-by-step pipeline for analyzing Google Location History data to compare single-ticket and yearly pass transit costs in Vienna. Includes clear installation instructions, data preparation steps, program logic, and interpretive visualizations — all written to support reproducibility and user comprehension. Developed as a public example of technical documentation practices used in non-public workflows.
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