Heena Patel

Short term projects based on Mathematical modeling, coding, Computational fluid dynamics, ML and AI.

Full-time professional training in Data Science & Artificial Intelligence, funded by the German Federal Employment Agency (Agentur für Arbeit) via a training voucher, conducted by neue fische in cooperation with SPICED Academy. 1. Built end-to-end machine learning pipelines, including data preprocessing, feature engineering, model training, and evaluation 2. Worked with Python (Pandas, NumPy, Scikit-learn), SQL, and data visualization tools (Matplotlib, Seaborn) 3. Applied version control with Git/GitHub a

The Breakwater project is funded by Helmut-Schmidt University Hamburg. (1) Porous breakwater 3D cylinder is simulated with opensource OpenFoam based ola-FLow library. Different shapes of holes are created in order to see mircoscale flow effect on large scale. (2) The deal.II based Navier-Stokes code is also in extended to develop for breakwater.

1. Solving Advection-Diffusion equation with standard Finite Element Method and Multiscale Finite Element Method. These is project funded by CLICCS A3: Canopies in Earth System. 2. Developed Multiscale Finite Element Method for Canopies in Earth System. 3. Validate the model with Wind tunnel experiment.

1. Reduced order modelling of thermal component in aero jet engine : I had worked under the framework of the EU-Japan collaboration project SHEFAE2( Surface Heat Exchangers for Aero Engines 2) funded by ERASMUS+. 2. Investigated the state-of-the-art of Reduced Order Models, amongst others, methods based on Singular Value Decomposition (SVD), Krylov-subspaces and SVD-Krylov methods. After the investigation of possible implementation of these methods in com mercial softwares (ANSYS) 3. I had prepar

1. My thesis is Impact of different building roof shapes on gas dispersion in urban street canyon: The urban canopy is a collection of several isolated buildings which are aligned along a street in the horizontal direction. 2. The distinct 10 types of roofs are design in order to test them when helium is emitted from a stack, which is located before the canopy. Computational Fluid Dynamics (CFD) is used to study the flow behaviour as well as subsequent gas dispersion over urban canopies. 3. CFD simulatio

1. Taught Engineering Mathematics in semester 1, 2, 3 and 4 averaging 120 students per semester, covering the following Calculus, Linear Algebra, Differential Equations, Complex Analysis and Numerical Analysis. 2. Developed exams, tutorial and assignment. 3. Coordinated grading and tutorials with a team of 2 teaching assistants 4. Coordinated to work and maintain records of pass 4 years for NBA committee. 5. Paper setter, Paper checker and Supervision of various Internal and Externa

1. My thesis is Impact of different building roof shapes on gas dispersion in urban street canyon: The urban canopy is a collection of several isolated buildings which are aligned along a street in the horizontal direction. 2. The distinct 10 types of roofs are design in order to test them when he