Machine Learning Social Media

Deepika Chintaluri

Tampa,FL • **************@*****.*** • 813-***-**** • www.linkedin.com/in/deepikachintaluri EDUCATION

Rajiv Gandhi University Of Knowledge Technologies, Nuzvid,India Aug'11- May'15 B.Tech in Electronics and Communication Engineering GPA: 3.35 SKILLS

Functional : Agile, Jira, SDLC, Scrum, Waterfall Technical : SQL, Python, Pandas, Numpy, Matplotlib, seaborn, Advanced Excel Data Visualisation : Excel, PowerBI, Tableau, IBM cognos Data Skills : Data Quality, Data Management,ETL pipelines,Data Modeling AI & Machine Learning : ML algorithms, LLMs, Transformers, Natural Language Processing,Neural networks,Pattern Recognition PROFESSIONAL EXPERIENCE

Pranathi Software Solutions - Dec'23-Present

AI/ML Intern

• Developed a solution for Text-to-Video Zero model using pretrained AI/ML models.

• Researched various Language Model Models (LLMs) for enhanced text-to-video conversion.

• Explored libraries like Transformers and Python libraries to support model development.

• Collaborated on integrating acquired knowledge for successful PoC implementation and skill advancement in AI/ML. PROJECTS

Sentiment Analysis of Customer Reviews Dec’23-Jan’24 P

• Developed a sentiment analysis model to classify customer reviews as positive, negative, or neutral, enabling businesses to gain actionable insights into customer sentiment towards products or services

• Gathered and preprocessed a diverse dataset of customer reviews from various sources, including online review platforms and social media, employing techniques such as noise removal, tokenization, and lemmatization.

• Experimented with machine learning algorithms including logistic regression, support vector machines (SVM), and random forests, achieving over 85% accuracy on the test dataset. Generated visualizations and reports to summarize findings and actionable insights for stakeholders

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Playstore Apps data analysis Aug'23-Sep'23

• Conducted thorough data analysis of Play store apps’ data, employing Python and SQL for data extraction, cleaning, and transformation, resulting in a 20% reduction in data processing time.

• Seamlessly combined Python and SQL for enhanced data preprocessing and efficient database querying, optimizing the analysis process.

• Extracted actionable insights from the dataset, showcasing the collaborative power of Python and SQL in generating a 25% increase in actionable recommendations for optimizing Play Store apps. Lung Cancer Insight Aug'23-Aug'23

• Employed Python's pandas library to preprocess and clean the lung cancer dataset, handling missing values and ensuring data readiness for analysis.

• Utilized SQL queries and operations to extract actionable insights from the preprocessed dataset, revealing a 20% increase in smoking-related trends analysis across various age groups.

• Leveraged SQL's advanced querying capabilities to filter and extract specific data subsets, further refining the analysis and supporting data-driven decision-making.

Analysis Of User Behavior On Instagram Jun'23-Jul'23

• Employing multiple data tables, encompassing likes, views, and comments, we meticulously analyzed user behavior to extract valuable insights.

• Leveraged both Python, SQL, and data modeling techniques to facilitate the generation of precise insights, empowering data-driven decision-making during the analysis.

• Utilized SQL joins, CTEs, and aggregates on preprocessed data, improving accuracy by 25% in deriving insights into Instagram user behavior for actionable content optimization recommendations. ACHIEVEMENTS

• Successfully concluded the Npower Canada Junior Data Analyst Program, acquiring hands-on data analysis expertise and valuable real-world experience.

• Secured the prestigious IBM Professional Certificate in Data Analytics, symbolizing mastery of essential data analysis principles and a wide array of tools and techniques, including Excel, SQL, Python, and more.

• Demonstrated proficiency in foundational concepts and services within the Microsoft Azure cloud platform by obtaining the Microsoft Azure Fundamentals Certification.

• Distinguished achievement in data analytics and visualization through certification in the immersive Data Analytics and Visualization Virtual Experience program with Accenture on Forage.com.

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