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Agasthya Omkumar

ML Engineer || Data Scientist ||

Skills Acquired at Skill-Lync :

  • CFD
  • NUMERICAL-ANALYSIS
  • MATLAB
  • OPENFOAM
  • PYTHON

Introduction

As a postgraduate student, I am enthusiastic about entering the exciting field of Data Science and Machine Learning. With a strong foundation in the basics of statistics, linear algebra, and programming languages like Python and R, I am eager to apply my skills to real-world problems and projects. I am passionate about continuously learning and keeping up-to-date with the latest trends and techniques in the field. I have already started exploring various online communities, attending workshops, webinars, and conferences to interact with professionals in the field and gain practical knowledge from their experiences. I have also started working on projects, beginning with simple regression problems and gradually moving towards more complex projects. I plan to use platforms like Kaggle to hone my skills and build a strong portfolio that showcases my expertise in data science and machine learning. As a fresher, I am eager to learn from industry experts and work with teams to apply my knowledge to solve real-world problems. I believe that my passion, willingness to learn, and strong technical skills make me a valuable addition to any organization looking for a fresh perspective on data science and machine learning.

9 Projects

Week 3.5 - Deriving 4th order approximation of a 2nd order derivative using Taylor Table method

Objective:

 AIM: To derive the fourth order approximations for the second order derivative for the given function f(x)=exp(x)*cos(x) using Taylor Table method for the following schemes : 1) Central Difference2) Skewed Right Sided Difference3) Skewed Left Sided DifferenceTo write a program in MatLab to evaluate second…

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08 Nov 2021 07:48 PM IST

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    Week 5.1 - Mid term project - Solving the steady and unsteady 2D heat conduction problem

    Objective:

    AIM: 1) To solve 2D Steady State Heat Conduction Equation using implicit approach with point iterative techniques - Jacobi, Gauss Seidel and SOR methods. 2) To solve 2D Unsteady State Heat Conduction Equation using explicit approach.  3) To solve 2D Unsteady State Heat Conduction Equation using implicit…

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    25 Nov 2021 06:02 PM IST

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      Week 7 - Simulation of a 1D Super-sonic nozzle flow simulation using Macormack Method

      Objective:

      AIM:1) To simulate isentropic flow through subsonic-supersonic nozzle using MacCormack Method using both Conservative and Non-Conservative forms of the governing equations. 2) To determine steady state distribution of flow-field variables inside the nozzle.3) To perform Grid Independence test on the simulation. 4)…

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      19 Dec 2021 12:37 PM IST

      • CFD
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      Week 8 - Simulation of a backward facing step in OpenFOAM

      Objective:

      AIM:1) To simulate an incompressible-laminar-viscous flow through a backward facing step geometry.2) To simulate the flow for Grading Factor = 1, 0.2 with respect to the given mesh specification. 3) To measure velocity profile at 0.085m from the inlet section of the geometry for both cases using plot over line tool.…

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      29 Dec 2021 11:49 AM IST

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      Week 9 - FVM Literature Review

      Objective:

      FINITE VOLUME METHODThe Finite Volume Method (FVM) is a very versatile discretization technique used in CFD. In FDM, discretization is based on dividing the domain into discrete points (greater the number of points, smaller the gridsize hence greater the accuracy), whereas FVM is based on the control volume formation of…

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      02 Jan 2022 10:27 AM IST

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      Week 11 - Simulation of Flow through a pipe in OpenFoam

      Objective:

      AIM:1) To simulate an axi-symmetric flow by applying a wedge boundary condition. 2) Validate the results with Hagen-Poiseuille's equation for fully developed flow.3) Validate the Hydro-dynamic length with numerical result.4) Validate the fully developed flow velocity profile with analytical velocity profile. 5)…

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      12 Jan 2022 04:43 PM IST

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      Week 12 - Validation studies of Symmetry BC vs Wedge BC in OpenFOAM vs Analytical H.P equation

      Objective:

      AIM: 1) To simulate an axi-symmetric flow by applying a symmetry boundary condition.  2) Validate the results with Hagen-Poiseuille's equation for fully developed flow. 3) Validate the Hydro-dynamic length with numerical result. 4) Validate the fully developed flow velocity profile with analytical velocity profile. …

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      15 Jan 2022 10:12 AM IST

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      Week 1- Mixing Tee

      Objective:

      AIM:To simulate steady state simulations and compare the mixing effectiveness in two pipes (one short and one long) using k-epsilon and k-omega SST models for two distinct cases.  OBJECTIVES:1) To generate plots representing the Temperature and velocity distributions along the length of pipe. 2) To generate…

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      16 Mar 2022 02:11 PM IST

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      Project 1 - English Dictionary App & Library Book Management System

      Objective:

      1A is for Project 1A - English dictionary App, Library Book Management,  Project 1B is for the second project - 

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      23 Sep 2023 05:29 PM IST

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        1 Course Certificates

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        Introduction to CFD using MATLAB and OpenFOAM

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        3 Workshop Certificates

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        Introduction to CRASH ANALYSIS

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        Introduction to Thermal-Fluid Sciences

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        Applied Engineering Mathematics using MATLAB

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        Academic Qualification

        M.Tech

        Defence Institute of Advanced Technology

        08 Aug 2022 - 15 May 2024

        B.E

        BNM Institute of Technology

        01 Aug 2017 - 19 Aug 2021

        12th

        Sri Kumaran Children’s Home Composite Junior College

        01 Mar 2016 - 01 Mar 2017

        10th

        Carmel School, Padmanabhanagar, bangalore

        01 Mar 2014 - 01 Apr 2015

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