Masthan Shaik
Professional Summary
Data Scientist with 0 years of experience applying Python, machine learning, and data visualization to transform raw data into actionable insights. Skilled in data preprocessing, feature engineering, scikit-learn and TensorFlow modeling, RAG-based knowledge retrieval (FAISS, Chroma), and building interactive Power BI dashboards and AI web applications using Flask and Streamlit.
Technical Skills
Work Experience
- Developed AI-powered web applications using Flask, CrewAI, and Groq LLMs; implemented multi-agent workflows for automated content generation and integrated backend APIs with user-facing UI components.
- Built machine learning models for prediction and classification using scikit-learn and TensorFlow; conducted data preprocessing, feature engineering, and model evaluation to produce production-ready models.
- Designed and implemented Retrieval-Augmented Generation pipelines using FAISS and Chroma for vector indexing and OpenAI LLMs for context-aware responses in a personal knowledge assistant.
- Created interactive Power BI dashboards using Power Query and DAX; connected MySQL/SQL data sources and transformed raw data into visual KPIs to support business decision-making.
- Collaborated on application testing, debugging, and deployment using Git, GitHub, VS Code, and Postman; maintained code repositories and implemented release-ready application builds.
- Improved data quality and pipeline reliability by implementing ETL processes, data validation, and cleaning routines in Python and SQL to ensure analysis-ready datasets for ML and BI workflows.
Projects
- Implemented a multi-agent content pipeline (Research, Writer, Editor agents) using CrewAI and Groq LLMs to generate structured, publication-ready blog posts.
- Built a Flask-based web interface that accepts user prompts, orchestrates agent workflows, and returns refined blog drafts ready for publishing.
- Integrated data validation and template-based formatting to ensure generated content met quality and structure requirements.
- Developed a conversational assistant capable of answering questions over personal documents by implementing RAG with FAISS/Chroma for vector retrieval.
- Connected OpenAI LLMs to retrieved context to produce context-aware responses and implemented conversational memory in a Streamlit UI.
- Processed PDFs and notes for indexing, including text extraction, chunking, and embedding generation for accurate retrieval.
- Designed interactive Power BI dashboards to visualize sales trends, revenue performance, and business KPIs for decision-making.
- Performed data cleaning and transformation using Power Query and DAX to create consistent, analysis-ready data models.
- Connected dashboards to MySQL/SQL sources and created reusable measures to support ad-hoc business reporting.
- Processed and analyzed customer datasets using Pandas and SQL to identify churn indicators and prepare features for modeling.
- Engineered features and trained predictive models with scikit-learn, performing evaluation and validation to identify at-risk customers.
- Delivered visual reports and model insights to recommend retention strategies and guide stakeholder decisions.
Education
Certifications
Achievements
- Selected for Internship and Advanced Internship at Sun Square Technologies
- Completed Python Full Stack & Data Science program at Palle Technologies
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