LAXMI MANDA
Indianapolis,IN
Summary
Analytical Data Professional with a Master’s in Big Data Analytics and expertise in Python, SQL, Excel, Tableau, and Power BI. Proven ability to conduct structured analyses on large biomedical datasets, identifying key miRNA associations for actionable insights. Skilled in automating data workflows and synthesizing complex information to enhance program performance and patient outcomes.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Assistant System Engineer
Tata Consultancy Services
04.2021 - 12.2022
- Streamlined data workflows by designing analytics solutions with Azure Logic Apps.
- Converted business requirements into technical specifications for accurate reporting.
- Evaluated design proposals during SDLC, supporting enterprise analytics initiatives.
- Optimized SQL queries and procedures to enhance reporting performance.
- Collaborated with development teams to deliver necessary database objects for reporting.
- Implemented data security measures, ensuring controlled access to sensitive datasets.
Machine Learning Intern
LearnAI.co.in
08.2019 - 03.2020
- Enhanced predictive analytics through effective data pipeline design and maintenance.
- Transformed analytical requirements into technical specifications with compliance to healthcare standards.
- Engineered large clinical datasets using Python, ensuring structured, clean data models.
- Evaluated supervised learning algorithms to provide data-driven insights for reporting.
- Optimized performance metrics, improving reliability of dashboards and reporting accuracy.
- Documented analytical processes for transparency and team knowledge sharing.
- Researched, designed and implemented machine learning applications to solve business problems affecting multiple number of users.
- Researched, designed and implemented machine learning applications to solve business problems affecting users.
Data Analyst Intern
CSIR-IGIB
12.2018 - 05.2019
- Enhanced analytics through translation of research objectives into technical data requirements.
- Automated large-scale data extraction using Python and R for efficient workflows.
- Integrated and validated gene–miRNA datasets with SQL, improving data accuracy significantly.
- Developed interactive Tableau dashboards to visualize disease–miRNA associations effectively.
- Validated 94 miRNAs with PubMed references for a structured, queryable dataset.
- Executed data wrangling and statistical analysis to ensure high data integrity.
Education
Master of Science - Big Data Analytics and Information Technology
University of Central Missouri
Warrensburg, MO12.2024
Bachelor of Technology - Bioinformatics
Vignan's Foundation for Science, Technology and Research (VFSTR)
Andhra Pradesh, India07.2019
Skills
- Core Competencies: Healthcare Analytics, Business Analytics, Data Analysis, Statistical Analysis, Data Synthesis, Stakeholder Collaboration
- Technical Skills: Microsoft Excel, SQL, Python, R
- SQL & database management
- Data cleaning and preprocessing
- Statistical analysis
- Data visualization
- Reporting & storytelling
- Automation scripting
- Problem-solving and critical thinking
- Data Management & Cloud: Azure Data Studio, MS SQL Server, Azure Data Factory, Azure Blob Storage
- Visualization Tools: Power BI, Tableau, Matplotlib, Seaborn, Scikit-learn
Certification
- AWS Certified Machine Learning - Speciality: Certified for AWS Certified Machine Learning - Speciality
- Validated expertise in designing, building, deploying, and maintaining machine learning (ML) solutions on AWS.
- Demonstrated knowledge in ML lifecycle management, data engineering, model training/tuning, and scalable model deployment using AWS services such as SageMaker, S3, Lambda, and CloudWatch.
- Proven ability to select and justify appropriate ML approaches for given business problems and implement best practices for security, reliability, and cost optimization in ML workflows.
Timeline
Assistant System Engineer
Tata Consultancy Services
04.2021 - 12.2022
Machine Learning Intern
LearnAI.co.in
08.2019 - 03.2020
Data Analyst Intern
CSIR-IGIB
12.2018 - 05.2019
Bachelor of Technology - Bioinformatics
Vignan's Foundation for Science, Technology and Research (VFSTR)
Master of Science - Big Data Analytics and Information Technology
University of Central Missouri