Summary
Overview
Work History
Education
Skills
Accomplishments
Languages
Timeline
Generic

Karuna Tilwani

Pune

Summary

Senior Software Python Developer with solid foundation in machine learning, automation and data analytics. Skilled in Python and Agile methodologies, with a strong ability to mentor teams and translate complex client data insights into actionable strategies.


Overview

7
7
years of professional experience

Work History

Senior Software Python Developer

TCS
10.2022 - 06.2024
  • Involved in building new solution packages for a component NurpManager (built in FLASK) in 5g Development for Ericsson Client.
  • Solution Packages include to validate the data in yaml and further create GET/POST/DELETE signals/data and encrypt the data and send to next component.
  • Conducted code reviews on github, ensuring adherence to industry telecom standards.
  • Incorporated customer feedback into product improvements through frequent iterations of feature implementations.

Data Science Python Developer

Accenture
01.2017 - 09.2022


  • Implemented machine learning algorithms such as LSTM, to predict the next keyword in a SQL query in a forward key word style and further obtaining data from Teradata Database and performing dataprofiling in a FLASK Framework.
  • Applied time series analysis models for forecasting number of insurance sales figures for a US based healthcare insurance client "Blue Cross Blue Shield" assisting in budget decisions and resource allocation planning.
  • Implemented machine learning models such as logistic regression, classification models to predict if a person is suffering or will suffer in future from breast cancer.
  • Increased model accuracy by fine-tuning hyperparameters and employing rigorous validation techniques.
  • Collaborated with cross-functional teams to define data requirements and streamline project workflows.
  • Utilized SQL for data extraction and manipulation, ensuring accuracy in reporting and analysis tasks.
  • Led initiatives for process improvement, enhancing efficiency in data processing workflows by implementing automation tools.
  • Presented findings to stakeholders, translating complex technical concepts into clear business strategies for informed decision-making.
  • Mentored junior developers in coding,testing and deploying data-driven solutions to clients based on robotic process automations.

Education

Bachelors in Engineering - Electrical, Electronics And Communications Engineering

BNMIT
Bangalore
07-2016

Skills

  • Python - Pandas, Numpy, Keras, Tensorflow, Sckitlearn,numpy,matplot, pyinstaller, pytorch, seaborn, XGboost, SciPy, OpenCV, Requests, FLASK
  • Object-oriented programming
  • Linux/Unix Environment
  • SQL - Data Extraction, Data Profiling
  • Github - Version control
  • Linux environment
  • Web application - HTML, JS ,YAML
  • Machine learning integration
  • Data Analytics and Visualization - Tableau
  • Azure -Automation Pipelines
  • LUIS-Action/utterances (worked on Skype ChatBot)
  • Process automation
  • Excellent communication
  • Worked in Agile and Scrum Methodolgies

Accomplishments

    Star performer within team for various months in Accenture, for achieving client-driven goals.

    Certified in Skillsoft for Python, data analyzing and deep Machine learning.

Languages

English
German
Hindi
Kannada

Timeline

Senior Software Python Developer

TCS
10.2022 - 06.2024

Data Science Python Developer

Accenture
01.2017 - 09.2022

Bachelors in Engineering - Electrical, Electronics And Communications Engineering

BNMIT

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Karuna Tilwani