Daksharajsinh Jadeja

Proactive manager with demonstrated leadership abilities, strategic planning expertise and problem-solving acumen. Assists senior managers with accomplishing demanding targets by encouraging staff and coordinating resources. Methodical and well-organized in optimizing coverage to meet operational demands.

1. Student Chairperson for SAE SVNIT Student Chapter in academic year 2016-17.

2. District Topper in HSC Science Stream

3. Recognized & Rewarded for excellent work using technological methods to facilitate more than 1000 employees for vaccine slot booking during May'21-Jun'21.

4. Project leader for developing "Idea Pool" an Engineering initiative to invite ideas & nurture them to produce solutions that could drive innovation & efficiency at R&D, MSIL.

Database automation using image processing & computer vision at CASI, ASU, USA

• Built an OCR application using Python & Tkinter
• Generated data from existing database using PyTesseract API
• Fine tuned a pretrained “DeTR” model based on generated data in PyTorch framework
• Implemented the “DeTR” model into stand-alone application for Object detection task (Region of Interest Pooling)

Design Parameter optimization for Linear Fresnel Reflector(LFR) system

• Built an algorithm to compute the Annual Optical Efficiency of LFR system using Geometry3D and PySolar
• Applied High-Performance Computing basics for multiprocessing using DASK and mpi4py
• Used machine learning to predict optical efficiency with Scikit-lean and PyCaret

Applied Regression Analysis

• Developed a linear regression model to estimate yearly wages of experienced professionals.
• Designed & Implementation of data pipelines for data cleaning and preprocessing, feature engineering, model training, cross validation & testing.

Topic Modelling

• Complied a database containing 20000 articles on solar energy through ScienceDirect API and selenium
• Used algorithms such as LDA, PCA and T-SNE methods for Topic Modeling using Topic Modeling with TensorFlow

Idea Pool - Engineering Initiative

• Idea Pool is an online platform for Inviting & Browsing ideas for Engineering vertical at MSIL, aimed at improving efficiency & Innovation.