π Master of Science in Data Science | π« Florida Polytechnic University | ποΈ Lakeland, FL
π Bachelor of Technology in Electronics and Communication Engineering | π« G.Narayanamma Institute of Technology and Sciences | ποΈ Hyderabad, India
π Connect with me on LinkedIn: Siri Kesidi
π Aspiring Data Scientist | π§ Problem Solver | π Storyteller
I'm a graduate student with a passion for data science. I'm eager to apply my skills and learn more in a professional setting.
I am a passionate Aspiring Data Scientist with a diverse skill set in languages, technologies, and tools related to data analysis and visualization. With a strong academic background and hands-on project experience, I am adept at solving complex problems and extracting meaningful insights from data.
π» Languages: Python, R, SQL, C
π οΈ Technologies: pandas, NumPy, Scikit-learn, Matplotlib, dplyr, ggplot2, Plotly, Markdown, Shiny, Data science pipeline
π§ Tools: RStudio, Jupyter, Matlab, Arduino, Mentor Graphics, Google Colab
π Automated Crash Report Prediction
Identified NaΓ―ve Bayes as the top-performing classifier among three models for automated crash report type prediction, boasting the highest AUC.
π Optimized Resource Allocation
Significantly optimized the 0-1 Knapsack Problem by applying Genetic Algorithm, especially with regard to tournament selection.
π Customer Segmentation Optimization
Led a comprehensive Instacart data and text mining project, revealing three clusters and optimizing customer segmentation-specific marketing plans.
π Assistive Technology Innovation(https://www.jetir.org/view?paper=JETIR2305734)
Oversaw the creation of a device designed to assist visually impaired individuals in navigating indoor and outdoor situations.
π [Smart Note Taker] Presented a full technical session on "Smart Note Taker," demonstrating its revolutionary capabilities in real-time capturing and scanning handwritten notes.
π Intra-School Sports Champion
Won prizes in intra-school Badminton, Throw Ball & Kho-Kho Competitions.
π Cricket Enthusiast | π¬ Movie Buff | π Dancing Diva | π΅ Music Lover