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Actively looking to work with cutting edge technology
CAREER OBJECTIVE:
To obtain a challenging position in an engineering environment where my professional skills add value to organizational operations.
EXPERIENCE
Eywa Solutions Private Limited FEB 18 - NOV 18
Designation: Associate Software Engineer | Intern
• Supported Chief Operating Officer with operational functions
• Deployed the MongoDB database on server and encrypting that partition of the database using LUKS for protection of sensitive information.
• Regulated "ClimaCell Cellular Data Acquisition" project by handling collected data from different location applying python scripting.
• Web Scraping in Web Development which involved extracting date and time for certain specified data from each section of the website.
Institute for Development and Research in Banking Technology (Established by RBI) FEB 20 - Present
Designation: Research Associate | Data Science
• Working on a project funded by an apex defence research organization to detect hardware Trojans in X-ray images of PCBs.
• Actively participated in all phases of the project’s life cycle, including acquiring, analyzing, and processing image data.
• Analyzed state-of-the-art image stitching algorithms and improved one that worked best with the data provided.
• Responsible for Data Cleaning, features scaling, and features engineering by using NumPy, Pandas, Matplotlib, and Scikit-learn in Python.
• Performed Exploratory Data analysis (EDA) to maximize insight into the dataset, detect the outliners and extract important variables graphically and numerically.
• Actively participate in challenging software and hardware research projects focused on applying a combination of Deep Learning, Computer Vision, and Knowledge Representation pipelines to design, analyze, and engineer workflows for real-world problems.
• Experience in Machine Learning / Deep Learning model building and serving with frameworks such as tensorflow, Pytorch, Keras and sk-learn.
ACADEMICS
8.83CGPA in Walchand Institute of Technology (WIT)69.38% in 10+2 Board (Maharastra State Board)
from Walchand College of Arts & Science, Solapur.76% in 10th Board (Central Board)
from K. L. E English Medium School, Solapur
Graduated from WIT, Solapur in 2019 with a B.E. in Computer Science Engineering.
CLUBS
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• Volunteer: Worked as Treasurer in Computer Society of India (CSI) in college (CSI accredited student ID no-01379736)
• Event: Participated in various cultural activities and also actively worked as a coordinator in various activities in college
EXTRA CURRICULAR
• Competitive Programming at HackerRank, HackerEarth, CodeChef, DataCamp
• Attended the AWS INNOVATION 2018 Online Conference.
• Attended 1-day Workshop on NVIDIA Deep Learning (TechFest IIT Bombay).
• Attended a 3-days Artificial Intelligence Summit (TechFest IIT Bombay).
• Participated in ROBUSTUS (Search N’ Destroy) conducted by MindSpark17 (COEP Pune).
• Participated in various cultural activities and also actively worked as a coordinator in various activities in college.
LANGUAGES & SCRIPTS
Python Shell Scripting Matlab SQL Latex C++ HTML CSS
CERTIFIED ONLINE COURSES
• Coursera - Deep Learning Specialization
• WorldQuant University (Applied Data Science Module - I and II)
• Jovian - Deep Learning with Pytorch - Zero to GANs
• Udacity - NLP Foundation Nanodegree Program
• NVIDIA Deep Learning Workshop - DL Fundamentals, Healthcare Image Analysis
FRMEWORKS / TOOLS & TECHNOLOGIES
TensorFlow Keras Scikit-learn OpenCV Pytorch Flask Git Vim Photoshop Raspberry pi Arduino MaterializeCSS Microsoft Office COREL Graphics Suite Web DevelopmentML / DL TECHNIQUES
ML Supdervised and Unsupervised Algorithms Image Processing NLP CNN GANs LSTM RNN
PROJECTS
• Machine Translation
Description:Recurrent Neural Networks Sequence-to-Sequence Model
Built a deep neural network that functions as part of an end-to-end machine translation pipeline. The completed pipeline accepts English text as input and return the French translation.
• A Chabot to Bargaining Prices for Woo Commerce Portal
Description: This is the closed domain retrieval model based chat-bot and the bargaining process is based on a Multiple Regression ML algorithm which would suggest the best price to a buyer based on factors like customer loyalty, remaining stock, expiry date such that seller can maximize his profit.
• Stampede Prevention Using IoT And Image Processing (Mini-project)
Description: The project aim is prevention of stampede by alerting the security staff in a dense location with the possibility of stampede by counting the actual number of people using the camera. This implementation is done using TensorFlow Object Detection API to achieve more accuracy in counting.
More projects at github.com/kunalburgul
