Pavan K

- +91-917******* - adas1y@r.postjobfree.com

Summary:

As a Machine Learning engineer looking for full time opportunities in Machine Learning .

Technical: Python, Fearturization, Feature Engineering, Decision Tree, Statistics and Linear Algebra, Advance Mathematics, Language Processing

Non- Technical: Industry Knowledge, Effective Communication, Rapid Prototyping, Keep Updated

Education:

University of Madras Bachelor’s Degree in Information Technology

Experience:

Associate, Cognizant, Chennai

Worked on object detection model used to claim insurance during disaster

Sr. developer Xchanging, Chennai

Worked on inhouse product to customize the activities of the colleagues

Developer HCL Chennai

Worked on Enterprise wide web applications using .Net for various Banking customers

Programmer SLK Chennai

As a Jr. Programmer worked on .Net tools for different clients

Project 1: Swimming pool detection

Problem Statement: Following are the problem for home insurance during processing home insurance claims in natural calamity.

a) How to assess the damage to swimming pool during natural calamity in home insurance?

b) How to automatically classify In-Ground and Above-Ground pool?

c) How to identify whether appropriate maintenance and safeguards (E.g. fence) are installed?

Solution Approach:

Following is the solution approach for access the damage to swimming pool during natural catastrophe.

Aerial swimming pool Images will be captured with help of imaginary component before T-10 catastrophe and after post T-2 catastrophe.

Aerial Images capture will be send to deep learning analytics component using imaginary component in binary form (OCR format).

Deep learning analytics component will identifying kind of damage.

After damage identification damages will classified or localization using Deep learning analytics component.

Report will be send to insurance company for further process.

Technology: TensorFlow, matplotlib, pandas, Anaconda

Roles and Responsible:

Analyse the problem statement and create a model based on the requirement and training the model until we get the better accuracy

Creating an whitepaper on the model and presenting it to the management team

Project #2

Title: Captiva Upgrade

Client: PGE

Technology: Captiva 7.7,16.6

Description:

Captiva is an imaging tool to process the data in scanned images. This tool is used by different applications like Enterprise and CRM in PG. Typically batches will be created Each application will have below process. Each process will have various modules. Typically, batches will be created and they will be passed to various modules in the process once data is extracted batch will be marked 'done'

Roles and Responsibilities:

Requirement understanding and analysis

Configuring the tool as per the scanned documents

Project #3

Title: HIG-POC

Client: Hartford

Technology: Kofax Total Agility 7.1

Description:

Kofax total agility is a tool to classify and extract the data from different set of scanned documents and store it in a required format. Hartford is an 100 year old insurance company which has different LOBs each LOB has different process with various types of insurance documents, to extract the data from these documents is a tedious task for them. Using the Kofax tool We have created model for various document types which will be considered as input hereafter. Whenever a new document has come model will automatically extract teh data and store it in required format

Process:

1. BMMC - Email

2. CCO

3. DOTRC - Back Scanning

4. DOTRC - Day Forward

5. DOTRC - Drug and Alcohol

6. DOTRC - Employment Application

7. expMetaRedaction

8. expPDFocrDocumentum

Roles and Responsibilities:

Requirement understanding and analysis

As its an migration project understanding the current process in Captiva 7.1 to and creating an impact document for migrating it to Captiva 7.7 and 16.6

Project #4

Title: AGI

Client: MetLife

Duration: Dec 2016 to till date

Technology: ASP.NET, C#, SQL Server 2016, VSS

Description:

This project is to create mortgage loans for MetLife Bank division and to perform the complete End to End process right from loan origination to processing a loan.

Roles and responsibilities:

Requirements gathering from onshore counter part and preparing DOU getting it reviewed from onshore

Analyzing the requirements and preparing impact assessment document and estimation document

Implementing the changes as per impact assessment document by following coding standards of client as well as company policies

Once developments is completed preparing unit test case document and unit test log document

Moving the changes to onshore team so that it will be deployed in QA environment and get it ready for QA phase

Giving demo to QA, Onsite and client on weekly basis

Attending status calls and clarification calls with different teams

Project #5

Title: HVI Project

Client: Lloyds Banking Group

Duration: March 2015 to Nov’16

Technology: ASP.NET, C#, SQL Server

Description:

This project is for LBG customers who deal high volume and high transactions in day to day activities. It has different functionalities account opening transfers between different intra accounts.

Roles and responsibilities:

Handling a team of 4 members with 4 sub projects.

Interacting with client to gather the requirements and prepare impact analysis document

Have a discussion with entire project team including Business team, IT team, downstream and upstream teams

Assigning the task to project team and get it implemented with zero schedule and effort variance

Attending weekly status calls and monthly video conference calls to provide status of the project

Project #6

Title: APaC Transformations

Client: CBRE

Duration: Feb 2013to Oct 2013

Technology: ASP.NET MVC, C#, JSON, Linq, MongoDB

Description:

This project deals about automate the payment process of CBRE client for their asset management vertical. It is implemented in different regions based on assets, their owners and tenant requirements.

Roles and responsibilities:

Attending the discussion with BA and project team to finalise the stages of workflow in different process

Implementing workflow by using venn man framework developed by my company

Giving demo to the completed process and get it verified by client

Project #7

Title: Comm Biz

Client: Common Wealth Bank of Australia

Duration: Mar’ 2010 to Oct’2012

Technology: ASP.Net, C#, Java Script, PL SQL

Description:

This is to process the transactions of the business customers and it has the various clients and it used to process multiple transactions in one time and also it has different features like creating users and updating their profiles.

Responsibilities

Assisting in the integration of technical and application components

Coding and testing program modules; assisting in design

Maintaining, tuning and repairing applications; providing user support

Project # 8

Title: VAST

Client: Emerson Process Management

Duration: Mar’ 07 to Apr’09

Technology: ASP.NET, C#, Manual Testing

Description:

This Tool is developed based on above technologies to create Quotations, Sizing etc., to the customers of Value Automation Division. It also contains various features like Export to word, Export to Excel, Reports, User manager, Create Quotation, Pricing etc., which are based on user and user type.

Responsibilities

Identify, prioritize and execute tasks in the software development life cycle

Develop tools and applications by producing clean, efficient code

Automate tasks through appropriate tools and scripting

PAVAN K

Contact this candidate