Shabda Pyari Mantripragada

About Shabda Pyari Mantripragada

AI/ML Engineer | Data Analyst | Healthcare & Analytical ApplicationsDetail-oriented AI/ML Engineer with hands-on experience in designing, developing, and optimizing machine learning and deep learning models for healthcare, finance, and analytical applications. Proficient in Python (pandas, NumPy, scikit-learn), TensorFlow, PyTorch, and frameworks for LLM-based NLP, RAG systems, and AI agent design.Proven track record in delivering predictive modeling solutions, feature engineering, and scalable AI deployments on cloud platforms including IBM Cloud, AWS, and GCP. Completed projects include:Diabetes Mellitus Diagnosis: Applied K-Means clustering optimized with Ant Colony Optimization to enhance classification accuracy.User Engagement & Churn Analysis: Analyzed engagement metrics, identified churn risks, and recommended strategies to improve engagement by 15–20% and reduce churn by 10–15%.RAG-based Chatbots & Financial Risk Dashboards: Developed AI solutions turning complex data into actionable insights.Additional experience includes query-based text summarization, AI-driven crop disease detection, and blockchain applications in agriculture. Skilled in data preprocessing, supervised and unsupervised learning, and model evaluation (Accuracy, Precision, Recall, F1 Score). Comfortable working with large datasets in cloud environments like Google Colab.Passionate about leveraging AI/ML and data-driven insights to drive healthcare innovation, product improvements, and next-generation AI solutions. Eager to contribute to impactful projects in Data Analysis, AI Engineering, or Machine Learning while continuously learning and growing.

Experience

1. Junior Ai Ml Engineer

   Ai Mach

   Nov 2025 — Present

   Worked across the complete AI/ML development lifecycle under mentorship of the AI team.Built and experimented with ML models, evaluation techniques, and hyperparameter tuning.Contributed to GenAI workflows including LLMs, RAG pipelines, embeddings, and prompt engineering.Performed data cleaning, EDA, and feature engineering using Python (Pandas, NumPy).Assisted in backend integration of AI models using FastAPI/Flask.Developed automation scripts for data validation, batch processing, and monitoring.Prepared technical documentation, workflow diagrams (Draw.io / PlantUML), and sprint reports.Contributed to internal sprints delivering data prep scripts, model experiments, and documentation.

Education

• Dayalbagh Educational Institute, Agra

  Bachelor of Technology - BTech, Electrical and Electronics Engineering

  2021 — 2025