Developer Project
Resume:
Ankit Chavhan
***************@*****.***
Data Scientist with 2.2 years and 3.1 Years of overall experience
Blogs: - https://medium.com/@ankitchavhan212
GitHub Projects: - https://github.com/ankitchavhan
OBJECTIVE:
To work in a challenging and dynamic environment, with value and integrity; achieve my professional goals, and make substantial contributions to the growth and success of the organization.
TECHNICAL SKILLS
Languages Python (3.0), Machine Learning, Deep Learning, RPA(Robotics Process Automation),Oracle Siebel, PL/SQL
Dev. tools Jupyter Notebook, Automation Anywhere, Oracle Siebel, SQL Developer
Database Sql Server, Oracle
Platforms Windows 7
Domains Healthcare, Banking
Frameworks Sklearn, TensorFlow, Keras, OpenCV
Methodology AGILE Development, Waterfall Development
EMPLOYMENT SUMMARY
3.1 years of Extensive experience in the areas of Machine Learning, Deep Learning, Robotics Process Automation, Production Support, Oracle Database
Good knowledge of machine learning models like Logistic regression, SVM and Performance Matrices, Feature Engineering,RNN,LSTM.
Good knowledge of Object Detection, Text Classification and library like SkLearn, Matplotlib, keras, TesorFlow.
Hands-on Experience on both Web Application & Product development.
Hands-on Experience on both Development as well as Maintenance.
Have Experience on End to End development, Bug Fixing, Enhancement.
Exposure to Standard Industry Practices in the field of software development lifecycle.
Working Experience with Agile technologies with different project.
Good Knowledge and Extensive Experience on working with Machine Learning and Robotics Process Automation.
Experienced on working with version control tools like: Svn
Experienced on working with Build tools Automation Anywhere, Oracle Siebel, Visual Studio.
Hands-on experience with Sklearn, Matplotlib, OpenCV Framework
Hands-on Experience with Oracle Database.
Having Good Debugging Skill Capabilities.
Extensive Experienced includes Job responsibilities like Development Lead, Coding and Unit Testing Defect Fixing Root Cause Analysis, Documenting and maintaining products standards.
EMPLOYMENT RECITAL
IT Developer : Medtronic, Inc. Aug 2016 – Current
Experience:
2.2 yrs worked on Machine Learning projects under HealthCare domain.
1.0 yrs experience on Automation projects (Robotics Process Automation) under HealthCare domain.
3.1 year worked on Production Support
WORK EXPERIENCE
Major Project Executed
PROJECT 1
Project Title: TAG PREDICTOR IN SERVICE NOW APPLICATION
Domain: Healthcare
Period: Mar 2019 to June 2019
Summary: This model predicts Tags in a ticket. Solution consists of using Logistic regression, Micro Averaged F1 score, Hamming Loss for determining model performance.
Role: Data Scientist (Individual Contributor)
Team Size: 1
Technology: Machine learning, python.
Tools: Jupyter Notebook, Service Now
Responsibilities:
Mapping Multilabel Classification to the problem.
Used Micro Averaged F1 score and Hamming Loss to determine the performance of model.
Perform Exploratory Data Analysis like Data Loading and cleaning, Analysis of tags, Cleaning and pre-processing
Apply Machine Learning Models by converting tags for Multilabel problem, Split dataset into test and train, featuring data and apply logistics regression with OneVsRest Classifier.
This project reduced ticket resolution time by 10%.
PROJECT 2
Project Title: Facial Expression recognition
Period: July 2019 – Aug 2019
Summary: Developed model which classify facial expression out of 7 basic human expression. Solution consists of using OpenCV library (HAAR CASCADE), CNN and deep learning to detect facial expression.
Role: Data Scientist (Individual Contributor)
Team Size: 1
Technology: Machine Learning, CNN, Deep Leaning, OpenCv, Python
Tools: JupyterNotebook
Responsibilities:
Used Haar-Cascade algorithm to detect object in an image.
This is an Multi Label Classification problem with 7 different classes. Therefore, used Multi Class Log Loss, Accuracy, Confusion matrix as Performance matrix.
In preprocessing phase, developed 7 dataframes for each facial expression and combined them to single dataframe.
Split data into train, test and Cross Validation dataset and analyze distribution by plotting histogram.
Convert Image to Gray-Scale and apply haarCascade.
Create BottleNeck feature from VGG16.
Create MLP which will take bottleneck feature of each image one by one.
PROJECT 3
Project Title: Detect figure in an image
Period: Mar-Aug 2019
Summary: The project is all about detecting figures(circles) in an images which are in bad quality.
Solution consist of using OpenCv, Contours, Hough Circles for detecting circle in an image.
Role: Data Scientist (Individual Contributor)
Team Size: 1
Technology: Python,OpenCv
Tools: Jupyter Notebook
Responsibilities:
Apply Hough Circles for detecting shapes.
Apply Contours for detecting circles in an image.
PROJECT 4
Project Title: Loan Delinquency Prediction
Period: Aug-Sept 19
Domain: Banking
Summary: Objective is to identify the delinquency status of loans for the next month given the delinquency status for the previous 12 months.
Role: Data Scientist (Individual Contributor)
Team Size: 1
Technology: Python
Tools: Jupyter Notebook
Responsibilities:
Determine Correlation between column.
Apply encoding to encode the categorical variable.
Apply feature scaling to rescale dataset.
Use XGBoost to train dataset.
Used GridSearch to select best parameter.
PROJECT 5
Project Title: Fixed Asset: Tracking Process
Period: Jan 2019 to Mar 2019
Summary: This process automates the mundane process of determining Projects which has crossed CAR budget and sending automated email to BA’S.
Role: IT Developer
Team Size: 4
Tools: Automation anywhere
Responsibilities:
This process is divided into 4 sub processes
In first Process, this process export report from SAP (TCODE: - Z_CAP_PROJREPORT) and perform various filter operation on excel and than, sends email to Business Analyst.
In Second Process, this process copy CVG CIP RECONCILIATION from shared path and based on the amended finish date, it updates project date (TCODE:- CJ20N) in SAP.
In Third Process, this process runs Tracking Process Part 1,2,4 based on date criteria provided in excel sheet.
In Fourth process, this process sends remainder email to all the business analyst, who were send email in Tracking Process Part 1.
PROJECT 6
Project Title: F5 Alert Automation using Automation Anywhere
Period: Apr 2018 to August 2018
Summary: The main objective of the project was to Automatically close F5 Alert tickets and send email report to various stakeholders.
Role: RPA Developer (Development Lead)
Team Size: 3
Technology: RPA, VBScript
Tools: Automation Anywhere, WebLogic
PROJECT 7
Project Title: Idea Portal
Period: July 2017 to March 2018
Summary: The main objective of this project is to create a portal in which a user can submit idea and once approved by Team Lead and Quality Manager, the Idea can be implemented.
Role: Developer
Team Size: 3
Technology: HTML,CSS and Bootstrap.
Tools: Visual Studio
PROJECT 8
Project Title: Production Support – Oracle Support
Period: July 2017 to March 2018
Role: Production Support
Description: The main objective of this project is to maintain minimum ticket in support queue, Bug fixes, writing complex SQL’S, Organizing touch point calls.
ACADEMIA
Bachelor of Engineering((Computer Science and Engineering) with 72% from Institute of technology and management(ITM),Gwalior.
PD-DAC from CDAC-ACTS,Pune
ACHIEVEMENTS
Received recognition points from Process team.
Nominated for MVP-2018.
Worked on Idea Portal for which received recognition points from Bangalore center director.
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