Hello there, I’m Sriram Sripada
Welcome to my Data Analytics Portfolio!
About Me
🎓 I am a Graduate Student from University of South Florida - Muma College of Business
💻 I’m enthusiastic and results-driven professional with a strong foundation in data analytics, machine learning, and software development.
📈 I have a keen interest in exploring and innovating within the realms of data science and engineering.
My Vision
📊 Bridging Data with Purpose
🚀 Leveraging Data Science to Drive Change
🌐 Creating Data-Driven Solutions to Complex Challenges
Education
University of South Florida
Master’s in Business Analytics and Information Systems GPA:3.80
Duration: Aug 2022 - May 2024
University of Hyderabad
Post Graduate Diploma in Artificial Intelligence and Machine Learning
Duration: Jan 2021 - Feb 2022
Osmania University
Bachelor of Engineering in Electronics and Communication Engineering
Duration: Aug 2016 - Sep 2020
Skills
Languages: Python, R, C, SQL, HTML, CSS
Tools: Jupyter, VS Code, PyCharm, R studio, Git, Linux, Docker, Postman, Apache Kafka, Spark, Tableau, Power BI, SQL Server,PostgreSQL
Statistical Skills: Descriptive and Inferential Statistics, Hypothesis Testing, A/B testing, ANOVA, Time Series, Linear (OLS, GLM)
Big Data and Machine Learning: PySpark, Hadoop, MongoDB, Python (Pandas, NumPy, Scikit-learn, API’s , NLTK, Tensorflow, Keras, Flask), Classification, Decision Tree, Random Forest, Natural Language Processing, Ploty Dash, Supervised, Unsupervised Learning, Data Science Pipeline ( cleansing, wrangling, visualization, modeling, interpretation), Distributed Computing
Work Experience
Data Science Intern at University of North Florida, Jacksonville, FL
Duration: June 2023 – Aug 2023 Data Science Internship Link
Spearheaded data quality initiatives by identifying and resolving data concerns;executed data cleaning and preprocessing operations using Python programming, leading to a significant 40% decrease in data errors and enhanced data integrity for business analyses
Led team of up to 3 Interns to enhance the existing strategy for a leading Non-Government Organization(NGO) using Python and Tableau
Leveraged Natural language processing techniques(NLP) like tokenization, topic modeling and text summarization to extract valuable insights from text data which enhanced competitive advantage by staying ahead of industry trends.
Designed interactive dashboards using Tableau enabling stakeholders to interpret data-driven insights, leading to 2x faster response to market trends across industries.
Software Engineer at Softility, Hyderabad, India
Duration: Jan 2021 - Aug 2022
Developed and optimized advanced statistical data models to develop AI/ML algorithms using Python. Utilized internal & external raw data sources to enhance operational efficiency, achieving a measurable 30% increase in decision making.
Implemented data processing pipelines for critical stages: data ingestion, data transformation, and streamlined model training using Python for predictive modeling, improving model training performance and deployment time by 25%.
Collaborated with data science and engineering team to deploy ML models (random forest, decision trees) using Python. Deployed machine learning models in production as REST APIs using AWS Sagemaker and Docker, saving $200k/year.
Machine Learning Intern at SkillAscend, Hyderabad, India
Duration: May 2020 - Dec 2020
Enhanced data analysis accuracy by 95% using Python-based machine learning using descriptive and predictive data science techniques. Presented findings to team members, and delivered business insights to stakeholders.
Employed statistical modeling (outlier detection, A/B testing) using Python to address business challenges, contributing to a 15% enhancement in data-driven decision-making and overall business value across the organization.
Certifications & Leadership
Databricks Accreditation Lakehouse Fundamentals Verify
Distributed Storage and Processing Fundamentals Certification Verify
Apache Spark Core APIs Verify
Presented Internship Project at DSSG 2023 Conference, highlighting social impact through data-driven solutions Watch Youtube Event
Won First Prize for a Technical Presentation on Artificial Intelligence at the IETE Club’s event -2020
Secretary | Student Group @ IETE | Led a 200-students team in planning, organizing, and executing successful events and workshops, fostering growth and innovation in the field.