Bayt.com

Submitting more applications increases your chances of landing a job.

Here’s how busy the average job seeker was last month:

Opportunities viewed

Applications submitted

Keep exploring and applying to maximize your chances!

Looking for employers with a proven track record of hiring women?

Click here to explore opportunities now!
We Value Your Feedback

You are invited to participate in a survey designed to help researchers understand how best to match workers to the types of jobs they are searching for

Would You Be Likely to Participate?

If selected, we will contact you via email with further instructions and details about your participation.

You will receive a $7 payout for answering the survey.


User unblocked successfully
Rupesh Raj Karn, POSTDOCTORAL FELLOW

Rupesh Raj Karn

POSTDOCTORAL FELLOW·Khalifa University of Science and Technology

United Arab Emirates

Doctorate, INTERDISCIPLINARY ENGINEERING

Work experience

Total years of experience: 10 years, 10 months

POSTDOCTORAL FELLOW

June 2019 - Present

Khalifa University of Science and Technology

United Arab Emirates

June 2019 - Present

• Apply homomorphic and post-quantum cryptography techniques, e.g. NTRU, McEliece, HQC, etc., to encrypt machine learning models.
• Convert encrypted models from python to Verilog design and implement them on FPGAs.
• Develop a neural network-based progressive learning model by parallel hyper-parameter tuning.
• Use Bayesian and genetic algorithms under the compute budget constraint to build a real-time network anomaly detection model.
Company industry:
Primary, Prep, & Secondary School
Job role:
Research and Development

RESEARCH INTERN

May 2018 - August 2018

IBM T J Watson Research Center Yorktown Heights

United States

May 2018 - August 2018

• Develop a cloud workload for performance analysis of progressive learning model in a container platform.
• Cryptomining malware detection using systems calls and machine learning techniques.
• Build a dynamic compact neural network model for progressive learning by frequent pruning and expansion.
Job role:
Research and Development

REPRESENTATIVE

June 2017 - December 2017

IBM T J Watson Research Center Yorktown Heights

United States

June 2017 - December 2017

• Dynamic auto-selection and auto-tuning of machine learning models for network anomaly detection.
• Containerize the machine learning model under Docker and Kubernetes platform.
• Causal analysis of network link between microservices in a multi-tier cloud application using Istio service mesh.
Job role:
Sales

REPRESENTATIVE

July 2015 - August 2015

IBM T J Watson Research Center Yorktown Heights

United States

July 2015 - August 2015

• Performance analysis of IBM’s cloud bench tool (cbtool) on Amazon Web Services (AWS).
• Autoscaling of AWS EC2 virtual machines using cbtools and k-nearest neighbor model.
Job role:
Sales

Resident assistant

September 2014 - May 2015

Masdar

United Arab Emirates

September 2014 - May 2015

.
• Class representative in B.tech 3í µí±Ÿí µí±‘
year at Sardar Vallabhbhai National Institute of Technology between
Company industry:
Primary, Prep, & Secondary School
Job role:
Administration

SENIOR SOFTWARE ENGINEER

September 2011 - August 2013

Capgemini India Ltd

India

September 2011 - August 2013

• Application developer for e-commerce company House of Fraser in C# .NET.
• Manage SQL database and backend IT support for www.houseoffraser.co.uk.
Teaching and Leadership
• Lab instructor for an undergraduate course “Data Analytics” at Khalifa University between Jan to June 2022.
• Teaching assistant for a graduate course “Sustainable Energy” at Masdar Institute for five semesters between
Company industry:
IT Services
Job role:
Information Technology

Education

Khalifa University of Science and Technology

May 2019

May 2019

Doctorate, INTERDISCIPLINARY ENGINEERING

United Arab Emirates

GPA (point): 3.5 out of 4

GPA (point): 3.5 out of 4

• Thesis: Machine Learning Methods for the Automated Management of Cloud Computing Workloads. •

Masdar Institute of Science and Technology

August 2015

August 2015

Master's degree, MICROSYSTEMS ENGINEERING

United Arab Emirates

GPA (point): 3.88 out of 4

GPA (point): 3.88 out of 4

• Thesis: Workload-Driven Power and Thermal Management in Multicore Processors •

Sardar Vallabhbhai National Institute of Technology

May 2011

May 2011

Bachelor's degree, ELECTRONICS ENGINEERING

India

GPA (point): 9.33 out of 20

GPA (point): 9.33 out of 20

⢠Thesis: Workload-Driven Power and Thermal Management in Multicore Processors â¢

Skills

Containers
Expert
Containers
Expert
Artificial Neural Networks
Expert
Artificial Neural Networks
Expert
Machine Learning
Expert
Machine Learning
Expert
Data Analysis
Expert
Data Analysis
Expert
Cloud Computing
Expert
Cloud Computing
Expert
IBM
Expert
IBM
Expert
NETWORKING
Expert
NETWORKING
Expert
NEURAL
Expert
NEURAL
Expert
RESEARCH
Expert
RESEARCH
Expert
.NET
Expert
.NET
Expert
ARTIFICIAL INTELLIGENCE
Expert
ARTIFICIAL INTELLIGENCE
Expert
CAD
Expert
CAD
Expert
DATA ANALYSIS
Expert
DATA ANALYSIS
Expert
DATABASE ADMINISTRATION
Expert
DATABASE ADMINISTRATION
Expert
DEC
Expert
DEC
Expert
Containers
Expert
Containers
Expert
Artificial Neural Networks
Expert
Artificial Neural Networks
Expert
Machine Learning
Expert
Machine Learning
Expert
Data Analysis
Expert
Data Analysis
Expert
Cloud Computing
Expert
Cloud Computing
Expert

Social profiles

Github
Github
github.com/rkarn

Training and Certifications

Certifications
Neural Networks and Deep Learning
Nov 2017
Cybersecurity Roles, Processes & Operating System Security
Aug 2022
Cybersecurity Compliance Framework & System Administration
Aug 2022