JAIKISHAN KHATRI
Valencia,Spain
Summary
Technically-minded Data Scientist with knowledge and experience implementing deep learning, classification, and time series techniques for improved statistical analyses. Optimized and innovated current models and solutions to aid objective attainment. Engaged cross-functional teams to achieve data strategy roadmaps.
Overview
5
5
years of professional experience
6
6
years of post-secondary education
Work History
Research Data Scientist
LabLENI
Valencia, Spain
07.2019 - 08.2022
- Applied advanced algorithms to analyze and solve complex problems related to Human Behavior.
- Analyzed diverse neurophysiological datasets, including Eye Tracking, EEG, GSR, and Virtual Reality.
- Employed statistical, machine, deep, and reinforcement learning techniques to interpret critical insights from gathered data.
- Collaborated with external stakeholders, identifying and gathering analytical requirements for project partner needs.
- Published results in high-impact conferences and journals.
- Skills: Python, SQL, Machine Learning, Tensorflow, Deep Learning, Virtual Reality, Pandas, SciPy, NumPy, Tableau, Matplotlib
Researcher
University of Aalborg
Copenhagen, Denmark
05.2021 - 07.2021
- Reviewed academic literature and prepared concise summaries for State of the Art technologies in Narrative Storytelling.
- Identified knowledge gaps and arranged plans to collect missing information.
- Designed experiments to produce scientifically sound results while working with limited infrastructure and resources.
- Selected research methodologies and test parameters best suited to different projects.
- Conducted experiments to gather high-quality EEG and Virtual Reality data.
- Generated accurate reports detailing the research process, results, and conclusions.
- Proposed further research activities to improve the depth of investigation.
Researcher
University of Valencia
Valencia, Spain
03.2020 - 05.2020
- Formulated project goals to guide research activities.
- Planned research activities to generate valuable findings and comply with the project brief.
- Created State of the Art research report on Consumer Behavior Models.
- Used different tools and techniques to perform robust primary and secondary research.
Neuroscience Researcher
INMAS DRDO
New Delhi, India
10.2017 - 09.2018
- Prepared State of the Art research on the transfer of training from Virtual Reality to the real world.
- Employed different tools to gather data from EEG and Virtual Reality
- Carried out code development in a collaborative setting to meet project requirements by applying Machine Learning Techniques.
- Developed quarterly road maps based on impact, effort, and test coordination, working with stakeholders to achieve short-term and long-term goals.
- Uncovered insights, trends, and patterns from collected data using cutting-edge tools and techniques.
- Communicated highly technical concepts to audiences with varying levels of understanding.
- Designed rich and engaging data visualizations to share critical insights.
- Skills: EEG, Virtual Reality, Machine Learning, MATLAB, Python, Collaboration, Team Work, Scientific Research
Research Intern
Department of Biotechnology
Chennai, India
04.2017 - 06.2017
- Performed experiments and research following protocols laid out by primary researchers in computational neuroscience.
- Employed the LISSOM algorithm to model the human brain's visual cortex computationally.
- Created presentation slides and posters to help researchers present findings.
- Reviewed print and online resources to gather information.
- Checked facts, edited, proofread, and researched documents for accuracy.
- Conducted statistical analyses of data sets to identify patterns.
- Wrote reports to summarise data and implications of results.
- Innovated multiple games for promoting BHARTI Script as a standard script for Indian languages, developed by supervisor.
Education
Doctor of Philosophy - Neuromarketing
Polytechnic University of Valencia
Valencia 07.2019 -
Master of Science - Cognitive and Neuroscience
Centre for Converging Technologies
India 07.2017 - 02.2019
Bachelor of Science - Cognitive and Neuroscience
Centre for Converging Technologies
India 07.2013 - 06.2017
Skills
- Programming
- Python
- MATLAB
- SQL
- LaTeX
- Data handling/analysis (Numpy, Scipy, Pandas)
- Machine Learning ( Scikit-Learn)
- Deep Learning (TensorFlow, Keras, PyTorch)
- Visualization (Tableau, Matplotlib, Plotly)
- Virtual Reality (Unity, Visual Studio)
- Azure
- Microsoft Office
- GitHub
- Agile Methodologies
Interests
- Video games
- Programming
- Painting
- Traveling
Languages
English
Proficient (C2)
Hindi
Native
Spanish
Intermediate
Timeline
Researcher
University of Aalborg
05.2021 - 07.2021
Researcher
University of Valencia
03.2020 - 05.2020
Doctor of Philosophy - Neuromarketing
Polytechnic University of Valencia
07.2019 -
Research Data Scientist
LabLENI
07.2019 - 08.2022
Neuroscience Researcher
INMAS DRDO
10.2017 - 09.2018
Master of Science - Cognitive and Neuroscience
Centre for Converging Technologies
07.2017 - 02.2019
Research Intern
Department of Biotechnology
04.2017 - 06.2017
Bachelor of Science - Cognitive and Neuroscience
Centre for Converging Technologies
07.2013 - 06.2017
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