Jaya Prakash
Looking for a job opportunity as a AI/ML Engineer
- Role
- Ai Ml Engineer at Citi
- Location
- Fort Wayne, IN, US
- LinkedIn followers
- 500 followers
About Jaya Prakash
I’m a Workday focused HRIS Analyst with 5+ years of experience managing end-to-end…
Experience
Ai Ml Engineer
Mar 2024 — Present · US
Designed and deployed machine learning models using Python, TensorFlow, and scikit-learn to improve property valuation accuracy by 20%, delivering more precise real estate analytics and predictive insights for clients and business stakeholders. Developed scalable AI/ML pipelines with Apache Spark, Kubernetes, and Docker, optimizing data processing workflows and reducing execution time by 30%, significantly enhancing operational efficiency across multiple real estate analytics projects. Applied NLP techniques using spaCy, NLTK, and BERT models to extract insights from unstructured property documents, improving data quality and enabling more accurate market trend analysis for informed strategic decision-making. Enhanced real-time property risk assessment algorithms leveraging XGBoost, LightGBM, and Apache Kafka streaming, increasing prediction accuracy and speed to support fraud detection and risk mitigation efforts for financial and insurance clients. Executed comprehensive data preprocessing, feature engineering, and model evaluation using Pandas, NumPy, and MLflow, ensuring robust model performance and improving the accuracy of housing market forecasts and mortgage default predictions. Researched and integrated deep learning and reinforcement learning methods via PyTorch and AutoML frameworks, driving innovation in predictive analytics products while deploying scalable solutions on AWS SageMaker and Azure ML.
Education
Government City College
Bachelor of Science
2019 — 2022
Indiana Institute of Technology
Master of Science
2023 — 2025
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