Talha Tariq
API Development for Advanced CDS Analytics
Experience
API Development for Advanced CDS Analytics
Academic Project
- Developed APIs for advanced credit default swap analytics supporting both MongoDB and file-based workflows
Implementation of Graph Neural Network (GNN) for Supply Chain Analysis
Academic Project
- Designed a GNN to study the effect of supply chain variables on a focal company’s credit risk and its prediction
Optimized Data Processing
Academic Project
- Implemented fast parallel processing-based code for financial data processing for machine learning applications
Random Forest Model for CDS Prediction
Academic Project
- Designed and implemented an ensemble-based random forest model for credit default swap maturity prediction
High performance Software Development for Astrophysical Simulations
Leibniz University Hannover
- Developed GR-Athena++ code enhancements as part of adaptive mesh refinement framework
- Implemented high-order entropy flux limiting scheme for relativistic fluid simulations
- Evaluated scheme efficiency on neutron star models
Master of Science in Physics
Leibniz University Hannover
- Worked on the development of GR-Athena++ (a high performance numerical relativity code with Adaptive Mesh Refinement framework written in C++)
- Incorporated a high-order entropy flux limiting scheme for relativistic fluid dynamics
- Studied the efficiency of this scheme for simulating compact astrophysical objects like neutron stars under the supervision of Prof. Dr. Sebastiano Bernuzzi at the University of Jena, Germany
Gravitational Wave Data Analysis
Academic Project
- Presented on data analysis of gravitational-wave signals from spinning neutron stars
- Analyzed signal characteristics and detection methods
Wave-Function of the Universe
Academic Project
- Worked on wave function of the universe in quantum cosmology
Community Service Tutor
Self-employed
- Taught engineering students basics of general relativity and quantum mechanics
Private Tutor
Self-employed
- Taught physics, mathematics, and computer science to grades 11–12
- Taught physics and mathematics to grades 9–10
CNN based Galaxy Image Classifier
Academic Project
- Developed a galaxy image classification algorithm using convolutional neural network
Physical Simulation based Machine Learning
Academic Project
- Developed a machine learning algorithm to learn the best path in snooker game using data from physical simulations
Bachelor of Science in Physics with Minor in Computer Science
National University of Sciences and Technology (NUST) Islamabad
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Education (9 years), Space Exploration (5 years), and Banking and Finance (2 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (9 years), Research and Development (9 years), Product Development (4 years), Business Intelligence (2 years), Finance (1 year), and Supply Chain Management (1 year).
Summary
I hold a Master’s degree in Physics with strong programming skills. My Research interests and experience include computational relativistic astrophysics, software development, and teaching. Apart from research and programming, I like hiking, cooking, and playing squash.
Skills
Programming Skills: Fortran, Python, C/c++, Modelica, Matlab, Basic Gpu Programming, Mpi And Omp, Software Development.
High-performance Computing (Hpc) And System-level Technical Skills: Experience Of Using Lrz And Ara Supercomputing Clusters, Slurm Job Scheduler, Bash Scripting, Linux.
Document Preparation, Data Analysis & Tools: Latex, Microsoft Word, Microsoft Excel, Pandas, Scikit, Sql.
Visualization Tools: Visit, Paraview.
Analytical Skills: Physics Simulations, Monte Carlo Methods, Computational Fluid Dynamics, Numerical Methods.
Languages
Education
Leibniz University Hannover
Master of Science in Physics · Physics · Hanover, Germany
National University of Sciences and Technology (NUST) Islamabad
Bachelor of Science with Major in Physics and Minor in Computer Science · Physics, Major in Physics and Minor in Computer Science · Islamabad, Pakistan
Certifications & licenses
Workshop on Modern C++ Software Design
HLRS
Workshop on N-ways to GPU programming
Nvidia
Workshop on Parallel Programming with MPI, API Development for Advanced CDS Analytics
Course on Applied Data Science I: Scientific Computing & Python
WorldQuant University
Course on Fundamentals of Reinforcement Learning
Coursera
Profile
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