š Education
University of Turku, Department of Future Technologies, Turku, Finland, Doctoral Researcher (Data Science & Machine Learning) Supervisor: Prof. Jukka Heikkonen July 2021 ā Present. Major Responsibilities: Mathematical Analysis of Algorithms, Dataset Preprocessing, Implementation of Algorithms, drafting Research Articles, etc. Working on Algorithm Designing of Image processing techniques for Satellite Images from Sentinel 1 and Sentinel 2 satellites. Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India Bachelors of Technology (B.Tech) in Electronics and Communication Engineering 2017-2021 Cumulative GPA: 7.13/10
šØāš¼ Professional Experience
Penn Image Computing and Science Laboratory, University of Pennsylvania (Remote, Part-time), Research Trainee (Medical Imaging and Software Development) Supervisor: Prof. Alison Pouch February 2021-Present Major Responsibilities: Data Analysis and Segmentation of Aortic Valve Ultrasound data using ITK Snap, VTK, MATLAB, C3D. Algorithm Designing of Image Segmentation of 4D image using C3D. Contribution to an open-source software. University of Turku, Department of Future Technologies, Turku, Finland Research Trainee (Data Science & Machine Learning)Supervisor: Prof. Jukka Heikkonen August 2018-May 2019 (Remote, Part-time) / June 2019-July 2019 (In-Person, Full Time) / August 2019-June 2021 (Remote, Part-time) Utilized Python (TensorFlow, Keras, scikit-learn, pandas) and LaTeX. MATLAB implementation of Artificial Neural Network techniques for the optimization problem of Single Junction Solar Cells. SV National Institute of Technology, Applied Physics Department, Surat, India Undergraduate Researcher (Advance Optics Research Laboratory) Supervisor: Prof. Vipul Kheraj September 2017-July 2018 Worked on the deflection of particle nature of light ray by a strong external electric and magnetic field.
š”Skills
Medical Imaging Analysis: ITK, VTK, C3D, Programming Languages: C++, Python, Machine Learning: Python libraries (Tensorflow, Keras, scikit-learn, numpy, pandas), Data Science Algorithms: Support Vector Machine, Convolutional Neural Network, Artificial Neural Network, Long Short Term Memory (LSTM), K Nearest Neighbour (KNN)
šĀ Projects
Bachelors’ Thesis (Advisor: Prof. Suman Deb) NIT, Surat Emotion Detection of Sound using Deep Learning for Emergency Usage (August 2020-May 2021) Working on Emotion Detection of sound data to deploy it to law enforcement agencies’ surveillance systems. Algorithms: SVM, CNN, LSTM, Inception model on Keras and Tensorflow.
šĀ Paper and Poster Presentation
Oral presentation of paper entitled āOptimization of Silicon Tandem Solar Cells Using Artificial Neural Networksā at the 39th SGAI International Conference on Artificial Intelligence, Cambridge University, England. Poster presentation of the paper entitled āPerformance Analysis of Back Surface Field (BSF) Effects in Multijunction Photovoltaic Cellā at the 47th IEEE Photovoltaic Specialists Conference (PVSC), Canada (Virtual Meeting). Oral presentation of the paper entitled āHuman Presence Detection with Thermal Sensor using Multilayer Perceptron Algorithmā at the 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), New Orleans, Louisiana, USA (Virtual Meeting). Research Talk on āNumerical Investigations on the Type-II Band Alignment and Quantum Efficiency of Multijunction Solar Cell using Andersonās Ruleā at the Indian Institute of Technology (IIT), Roorkee, India.
šØāš« Teaching Experience
2022 (Mar-Sept): Supervisor Supervised two undergraduate students for their theses based on object detection at the harbor in Finland. 2020-2021: Private Tuition Teacher (Part-time) Tutored high school students in Elementary Physics, Mechanics and Relativity, Electricity and Magnetism, Calculus, Energy Science, and Technology. 2018-2020: Mentor Mentored younger undergraduate students on Computer Programming (Weekly). Provided guidance on C/Python Programming Language.
šAchievements
Secured independent funding from the University of Turku for two years of research. Funding Amount: 57,000 EUR. Secured travel funding from the Smarter Project (an EU project) for a research travel of up to six months. Funding Amount: 18,000 EUR (approx). Awarded the Research Excellence Award by the First Bionicsol Young India Innovator Contest in 2020. Awarded a scholarship for undergraduate studies by the Embassy of India, Kathmandu, under the Compex Scholarship Scheme.