
Kavya Vallela
@kavyavallela
Data Engineer at Infosys, deployed at Microsoft, working on the EnD Outlook ML Project.
What I'm looking for
At Infosys, I’m deployed at Microsoft and working on the EnD Outlook ML Project. Earlier, at Futurense Technologies, I led analysts and visualization experts and helped integrate data using SSIS.
I’ve worked across data engineering, analytics, and machine learning. At Radiare Software Solutions, I developed time-series forecasting models for the FMCG sector and analyzed MongoDB asset data to support fuel consumption and asset management at Tata Motors.
Experience
Work history, roles, and key accomplishments
Deployed at Microsoft through Infosys.
Working on EnD Outlook ML Project
Worked as Data Engineer at Amazon.
Freelance
Freelance
Aug 2023 - Jan 2024 (5 months)
GEn AI | LLM | LangChain
• Led a team of analysts and Visualization experts, ensuring seamless data integrations using SSIS.
• Resolved complex data issues, providing effective solutions for improved data analysis.
• Developed and maintained Stored Procedures, Views, and SQL scripts, enhancing query optimization.
• Oversaw master databases and multiple databases, facilitating data retrieval for the visualization team.
Data Analysis using Python, R Programming Languages.
Data Cleaning, Data Modeling, Data Transformations.
Training and testing data using ML Algorithms.
Expert in working on Supervised and Unsupervised algorithms.
Epert in analysing Structued and Unstructured data.
Developed time series forecasting models for the FMCG sector, predicting trends across weekly, daily, monthly, and long-term periods.
Ensured data stationarity using the Dickey-Fuller test for accurate trend analysis.
Applied advanced forecasting techniques, including ARIMA, MA, SARIMA, SES, and Holt-Winters models.
Evaluated model performance using key metrics like MAPE, MSE, and MAE.
Ex
Accountable for comprehending and purifying data, offering descriptive statistics for historical data across diverse domains. Employing R for data analysis, tailoring metrics to meet specific requirements. Crafting visually appealing charts for both qualitative and quantitative cleaned data presentations.
Intern
Feb 2017 - Apr 2017 (2 months)
Worked as Intern at Foundation for Science, Innovation and Development, IISc Bangalore.
Education
Degrees, certifications, and relevant coursework
Infosys
Generative AI Ecosystem
Issued Jul 2025
Machine Learning with Scikit-Learn
Issued Dec 2024
Google Cloud Skills Boost
Introduction to Generative AI
Issued Mar 2024
Introduction to Large Language Models
Issued Mar 2024
Google Cloud Skills Boost
Introduction to Responsible AI
Issued Mar 2024
Prompt Engineering with LangChain
Issued Dec 2024
Agile Project Leadership
Issued Oct 2024
Google Cloud Platform (GCP) Essential Training for Developers
Issued Oct 2024
Google Cloud Skills Boost
Introduction to Generative AI Studio
Issued Mar 2024
Google Cloud Skills Boost
Introduction to Large Language Models
Issued Mar 2024
Indian Institute of Technology, Roorkee
Cloud Computing and DevOps
2021 - 2022
Indian Institute of Technology, Roorkee
Cloud Computing and DevOps
Issued Mar 2022
IBM
IBM Certified Specialist - SPSS Modeler Professional v3
Issued May 2020
Udacity
Data Analyst Nanodegree, Data Analytics
2018 - 2018
Srinivasa Ramanujan Institute of Technology
Bachelor of Technology - BTech, Computer Science and Engineering
2011 - 2015
Availability
Location
Authorized to work in
Salary expectations
Social media
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