T
THARUN GADIGE
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Telangana, India
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AI/ML EngineerArterysFeb 2024 - Current (2 years 3 months)Architected and implemented a multi-class segmentation model using a 3D U-Net architecture to delineate organs and pathologies from DICOM images, achieving a Dice coefficient of 0.92. Fine-tuned a BioBERT model for clinical concept extraction from radiology reports, improving the accuracy of correlating image findings with textual data by 18%. Developed a RAG (Retrieval-Augmented Generation) pipeline using LangChain and OpenAI GPT-4 to provide clinicians with context-aware answers from a proprietary medical knowledge base. Engineered a data preprocessing pipeline for medical images that performed intensity normalization, data augmentation, and handled class imbalance, improving model generalization. Built and containerized a high-throughput- AI/ML EngineerAddverb TechnologiesJun 2020 - Jul 2023 (3 years 2 months)Designed a predictive maintenance system using sensor data (vibration, temperature) and an LSTM-based network to forecast robotic component failures with 94% accuracy. Developed and trained a YOLOv5-based object detection model to identify and locate inventory items on shelves, enabling automated inventory management. Built an advanced NLP-based document processing tool using a fine-tuned BERT model (via Hugging Face) to accurately extract and validate key information (SKUs, quantities, dates) from shipping manifests and purchase orders, reducing manual data entry by 95%. Implemented a text classification system using DistilBERT to categorize customer support tickets, automatically routing them to the appropriate engineering teams and cutti
Education
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- UMaster of Science in Computer ScienceUniversity of South Florida, USA
- KBachelor of Engineering in Computer ScienceKLE Technological University, India
- HHIPAA Compliance Certification for Developers
- AAWS Certified Machine Learning – Specialty