# Abhishek Dhiman

Abhishek Dhiman is a remote worker on Himalayas, Research Associate (PhD) at Brandenburg Technical University, based in Germany.

Source: https://himalayas.app/@abhishekdhiman

```text
Research Associate (PhD) at Brandenburg Technical University developing neural-network data compression and reconstruction for virtual reality.
```

| Detail | Value |
| --- | --- |
| Availability | Open to opportunities |
| Location | Germany |
| Authorized to work in | Germany |
| Salary expectations | 100k+ EUR |
| Job categories | Research Associate, Machine Learning Engineer, Python Developer, Backend Engineer |
| Skills | Incremental Machine Learning, Neural Networks, Data Compression, Scientific Visualization, Computational Fluid Dynamics, High Performance Computing, Data Science, REST APIs, Graph Databases, Ontology Development, Backend Development, Software Development, Python, Fortran, PyTorch |
| Website | https://sigmasix09.pythonanywhere.com |
| Portfolio | https://sigmasix09.pythonanywhere.com |
| LinkedIn | https://linkedin.com/in/asabhishek09 |
| GitHub | https://github.com/sigmasix09 |

## About

```text
At Brandenburg Technical University, I work on virtual engine development using artificial intelligence methods with Rolls-Royce. My research includes neural networks for streaming data and a pipeline for compressing and reconstructing numerical data for virtual reality visualization.

I also work on training neural networks with high-volume, high-frequency numerical data and integrating virtual reality for scientific visualization. The work includes concurrent simulation and neural-network training.

At Siemens Energy AB, I developed a FORTRAN 95 nearest-neighbour search algorithm for mapping 3D CFD data from high to low resolution. I also made the algorithm compatible with high-performance computing resources.

At Accenture, I developed Python backend software and REST APIs for the Data Catalogue, and contributed to vulnerability fixes. I helped automate more than 50% of the corresponding release and worked on the Accenture INTIENT Platform, graph-database data management, and Google Cloud deployments.
```

## Experience

### Research Associate (PhD) (current)

Brandenburg Technical University. Nov 2024 - Present

```text
Conducting research on virtual engine development using AI methods, focusing on neural network training, data compression, and VR visualization. Supervising a Master's thesis on machine learning and streaming data compression.
```

Skills: Neural-Networks, Machine-Learning, Data-Compression, Virtual-Reality, Python, PyTorch, HPC, Scientific-Visualization

### Master Thesis Student

Siemens Energy AB. Jan 2024 - Jun 2024

```text
Developed a nearest neighbour search method for 3D data mapping of CFD data using FORTRAN 95, with compatibility for HPC resources.
```

Skills: Fortran, CFDs, HPC, Algorithm-Development, Data-Mapping

### Senior Software Engineer

[Accenture](https://himalayas.app/companies/accenture). Aug 2018 - Aug 2022

```text
Developed backend Python solutions and REST APIs, achieving over 50% automation for releases. Led web automation and scripting for the INTIENT Platform, and managed data using Graph Database and RDF.
```

Skills: Python, Flask, REST-APIs, Graph-Databases, Resource-Description-Framework-(RDF), Google-Cloud-Platform, GitHub, Scrum, Automation

## Education

### Brandenburg Technical University

Doctorate, Artificial Intelligence. 2024 - Present

```text
Doctoral research on virtual engine development using artificial intelligence methods, focusing on concurrent data compression and reconstruction using neural networks for VR visualization.
```

### Linköping University

Master of Science, Aeronautical Engineering. 2022 - 2024

```text
Master of Science in Aeronautical Engineering, a two-year program comprising 120 credits.
```

### IBM

Professional Certificate, Data Science. 2021 - 2021

```text
Professional certificate in Data Science, an 11-month program completed via Coursera.
```

### Cornell University

Certificate, Engineering Simulations. 2020 - 2021

```text
Verified certificate for a hands-on introduction to engineering simulations, developed by Cornell University and offered via edX.
```

### Technical University of Munich

Professional Certificate, Digitalization in Aeronautics and Space. 2021 - 2021

```text
Professional certificate in Digitalization in Aeronautics and Space, authorized by Technical University of Munich via Coursera.
```

### Vanderbilt University

Certificate, Programming with MATLAB. 2019 - 2020

```text
Verified course on introduction to programming with MATLAB, offered by Vanderbilt University via Coursera, with a duration of 35 hours.
```

### Udemy

Certificate, Ansys CFD. 2020 - 2020

```text
Verified course on mastering Ansys CFD, covering Fluent, ICEM CFD, CFX, and Tech Plot, with a duration of 20 hours.
```

### Udemy

Certificate, Python Development. 2020 - 2020

```text
Verified course on Python development from zero to mastery, conducted by Andrei Neagoie, with a duration of 30.5 hours.
```

### University of California, San Diego

Certificate, Data Science. 2020 - 2020

```text
Verified course on probability and statistics in data science using Python, prepared by UCSanDiegoX and offered via edX, with a duration of 120 hours.
```

### Dayananda Sagar College of Engineering

Bachelor of Engineering, Aeronautical Engineering. 2014 - 2018. Grade: 74.30%

```text
Bachelor of Aeronautical Engineering with a thesis on shockwave boundary layer interaction and assessment of passive flow control devices.
```

## Tech stack

- Google Cloud Platform
- GitHub
- Python
- MATLAB
- PyTorch
- Flask
- GraphDb
- IBM Cloud

To contact Abhishek, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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