Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

ROHITH REDDY THOKALA

Denton,TX

Summary

Detail-oriented AI/ML Engineer with over 2 years of experience in healthcare data processing and clinical document management. Developed and supported automated workflows for medical records and clinical reports, ensuring data accuracy and integrity. Proficient in Python, SQL, and database management, with a solid grasp of medical terminology and healthcare data systems.

Overview

1
1
Certification
2
2
years of professional experience

Work History

AI Engineer

Innovative AI Solutions
Delhi, India
08.2022 - 07.2024
  • Developed AI-powered clinical document platform using Python, LangChain, LlamaIndex, and RAG for processing medical reports, discharge summaries, laboratory results, and clinical protocols.
  • Implemented semantic and vector search with FAISS and Pinecone to surface relevant clinical information from large document collections.
  • Developed RAG-based retrieval across clinical documents and research sources, reducing information discovery time by 30%.
  • Implemented secure FastAPI REST services, deploying AI microservices on Docker and Kubernetes with OAuth 2.0 and RBAC controls for enhanced data protection in healthcare applications.
  • Engineered automated document-processing pipelines for 5+ healthcare document types, facilitating text extraction, metadata extraction, and indexing to enhance clinical information accessibility.
  • Built NLP workflows for medical entity extraction and automated summarization, reducing clinician document-review time by 45%.

Education

Master's - Computer Science and Information Sciences

University of North Texas
Denton, TX
05-2026

Bachelor's - Computer Science

Lovely Professional University
Punjab
12-2023

Skills

  • Healthcare & Data Management: Data processing, Clinical Documentation, Medical Records Management, Information management, Medical Terminology
  • Data Quality & Validation: Data Entry, Data Verification, Data Accuracy, Data Integrity, Data Reconciliation, Metadata Extraction, Record Maintenance
  • Healthcare Systems: EHR familiarity, Database management, Clinical Data Organization, Information retrieval
  • Microsoft Office: Microsoft Excel, Word, Outlook, PowerPoint
  • Languages: Python, PySpark, SQL
  • AI and NLP: GPT-4, Azure OpenAI, LangChain, LlamaIndex, RAG technology, Prompt Engineering, Semantic Search, Hybrid Search (BM25 Vector Search), Reranking techniques, Hugging Face Transformers
  • ML and MLOps: PyTorch, Scikit-Learn, Pandas, NumPy, MLflow, Apache Airflow, Monitoring tools
  • Backend development: FastAPI, Flask, REST APIs, Microservices, OAuth2, JWT, Role-Based Access Control (RBAC)
  • Vector databases: Pinecone, FAISS, PostgreSQL, MongoDB, Snowflake
  • Cloud technologies: Azure, AWS (SageMaker, S3, Lambda), Docker, Kubernetes, CI/CD, Jenkins, Git
  • Data engineering, Feature engineering

Certification

  • AWS Certified AI Practitioner
  • AWS Certified Machine Learning – Associate
  • Microsoft Certified: Azure AI Engineer Associate

Timeline

AI Engineer

Innovative AI Solutions
08.2022 - 07.2024

Master's - Computer Science and Information Sciences

University of North Texas

Bachelor's - Computer Science

Lovely Professional University
ROHITH REDDY THOKALA