An algorithm to help the customers to choose the type of insurance policy that serves their purpose.
Using the previously available data, a data frame is created with policy name and its details.
Bag of words technique is used to build an algorithm to capture the root word of each policies.
When the user enter the details of policy like the year,sum insured,type of goods,expected term the algorithm would apprehend and return the best 5 recommended policies.
Inventory Mangement(SQL):
Tables for the customers,available stocks of vehicles,automobile part suppliers were created in the database.
Procedures are created to add each customer and supplier details into the respective tables.
Sequences are used to generate the customer ID's and Supplier Id's.
For each order of auto parts,triggers are created to update the stock table accordingly.
Purchase table gets update with the help of triggers when stocks falls below a particular order level.
Overview
13
13
years of professional experience
Work History
Intern Engineer
Learnbay
Bangalore
09.2023 - Current
Conducted hands on exploration and analysis on diverse data sets gaining practical experience in applying machine learning algorithms and statistical methods.
Applied the machine learning algorithms and statistical methods to analyze datasets,contributing to predictive model development.
Utilized Python and scikit learn for model implementation resulting in larger improvement.
Collaborated with cross functional teams to ensure data quality,preprocess data and optimize database systems.
Created remarkable visualizations using Tableau and Power BI to facilitate effective findings in the Data.
Engages in A/B testing and statistical analysis,providing key insights for project optimization.
Hands on experience in various real time projects of deep learning and neural networks.
Contributed to team discussions and continuously updating my knowledge in data science and machine learning.
BUSINESS/Junior Data Analyst
Pegaone Technologies
Remote
12.2020 - 09.2023
As a sole Business Analyst for a London based Marine Insurance project under Allianz Global Corporate and Security (AGCS), I was able to run this into successful production with great feedback.
Providing Data Insights to the team using Power BI
Continuous Interaction with Product Owners and other stake holders who were based upon London and Germany to break down the Business Objectives to simple understandable pieces of requirements.
Prioritize the requirements with the help of the Stakeholders and the offshore team using MoSCoW analysis.
Documenting and translating customer business functions and processes to over 100 Developer friendly stories.
Making sure the user stories fall within the SMART techniques to make it crisper and more Robust.
Perform Gap analysis on requirements which have helped the team to save the cost and time based on which releases are planned.
As a Business Analyst working in an AGILE platform should be able to foresee the requirements change and unforeseen challenges arise. As Like compatibility issues with Pega and VB script.
Applied Mathematics knowledge of Statistics, Probability, Differentiation to analyze the
Insurance policies.
Experience in building regression and classification models to comprehend the market.
Data retrieval and manipulation using SQL
Maintaining the project scope through effective collaboration with the Product owners and through constructive
Test Engineer Cum Business Analyst
Renault Nissan Technology and Business Centre India Pvt Ltd
CHENNAI
05.2015 - 12.2018
Was handling a 7-member team and was also a Testing member to the same Team.
Was a part of requirement gathering discussions for the BQV application and track team performance pace in JIRA.
Actively participate in prioritizing the requirements.
Presented and Approved a POC on the Nightwatch automation for the team and Clients to make the process of testing simpler
Coded more scripts in Nightwatch for the same BQV application based on Java.
Conducted a study on selenium Webdriver which helped to explore more ideas on automation using Nightwatch
Taken up the responsibility in the preparation of Daily Test status report and Daily defect status report.
Established clear measurable goals and objectives for projects, prioritizing tasks for project Completion.
Data management using SQL
Within a Tester Label, got an opportunity to perform the Role of a Business Analyst For the Project named BQV from 2017 in automotive Domain.
Interacted with mainly French Counterparts for the Requirement Breakdown and Analysis.
Project Engineer
Wipro Technologies
CHENNAI
04.2011 - 05.2015
As a Fresher tries to Understand the Application and Business Requirements
Worked in Retesting, Sanity testing and Regression testing on every modified Test Suite
Involved in one-to-one and peer review of Test cases
Involved in the preparation of the Daily Test status report and Daily defect status report
Wrote, reviewed, and edited technical documents in accordance with template requirements.
Worked for Banking and Insurance Projects - Main Street America and Deutsche bank
Education
Bachelor of Technology - Electrical And Electronics Engineering
Govt Rajiv Gandhi Institute of Technology
KOTTAYAM,KERALA
06-2010
Skills
Regression, Classification, Clustering and Dimensionality reduction
Fluency in NumPy, SciPy, Pandas, Scikit-Learn in Python
Knowledge of Statistics and Probability
SQL
Tableau and Power BI
Data Preprocessing and Wrangling Techniques
Experience in Kernel-KNN, Decision Trees, Random-Forest
Experience in Deep learning and NLP
AGILE
JIRA
User story creation
Strategic Planning and Gap Analysis
Stakeholder mangement
Timeline
Intern Engineer
Learnbay
09.2023 - Current
BUSINESS/Junior Data Analyst
Pegaone Technologies
12.2020 - 09.2023
Test Engineer Cum Business Analyst
Renault Nissan Technology and Business Centre India Pvt Ltd
05.2015 - 12.2018
Project Engineer
Wipro Technologies
04.2011 - 05.2015
Bachelor of Technology - Electrical And Electronics Engineering