Venkata Naga Pavan Kumar Sarika
Texas City,TX
Summary
Dynamic AI & ML Engineer with a proven track record at Tarant Software Pvt. Ltd., where I enhanced model accuracy by 20% and reduced computation time by 30%. Expert in TensorFlow, PyTorch, and Agile Practices, I excel in deploying scalable solutions and fostering team collaboration. Achieved a 99.9% uptime in GenAI-based projects, demonstrating exceptional problem-solving skills.
Overview
6
6
years of professional experience
1
1
Certification
Work History
GenAI Intern
Tata Consultancy Services
Troy, USA
05.2024 - 08.2024
- Developed a scalable GenAI-based chatbot using Hugging Face Transformers for enterprise applications
- Integrated OpenAI APIs to enhance NLP capabilities, resulting in a 99.9% uptime for customer support solutions
- Collaborated with senior developers and architects to refine GenAI workflows for enhanced performance
- Provided production support, ensuring alignment with both functional and non-functional requirements
- Participated in code reviews, improving overall code quality and adherence to best practices
AI & ML Engineer
Tarant Software Pvt. Ltd.
, India
08.2018 - 08.2022
- Designed and deployed machine learning models using TensorFlow and PyTorch, achieving a 20% accuracy improvement
- Optimized data processing pipelines using NumPy and Pandas, reducing computation time by 30%
- Containerized ML models with Docker for deployment across AWS and GCP, ensuring scalability and reliability
- Collaborated with cross-functional teams to deliver projects ahead of schedule, maintaining high-quality standards
- Implemented automated monitoring tools to ensure the health of deployed ML models in production
Education
Master of Science - Computer Science
Central Michigan University
Mount Pleasant, Michigan, USA05.2024
Bachelor of Engineering - Computer Science
SEA College
Bangalore, India01.2018
Skills
- Python
- SQL
- Shell Scripting
- TensorFlow
- PyTorch
- Keras
- Scikit-learn
- NumPy
- Pandas
- Matplotlib
- Seaborn
- AWS
- GCP
- Docker
- Kubernetes
- Git
- CI/CD pipelines
- Hugging Face Transformers
- OpenAI APIs
- Team Collaboration
- Agile Practices
- Problem-solving
Certification
- AWS Certified Solutions Architect - Associate
- Google Cloud Professional Machine Learning Engineer
- TensorFlow Developer Certification
- Certified Kubernetes Administrator (CKA)
- Microsoft Certified: Azure AI Engineer Associate
Projects
AI-Based Predictive Maintenance System, Developed a machine learning solution to predict equipment failures in manufacturing processes, reducing downtime and maintenance costs., Python, TensorFlow, NumPy, Pandas, AWS SageMaker, Reduced unplanned downtime by 30% and improved system reliability by 25%. Automated Resume Screening Tool, Built an NLP-powered application to analyze and rank resumes for recruitment teams using key skills and job descriptions., Python, Scikit-learn, Hugging Face Transformers, GCP, Reduced manual screening time by 50% and increased hiring efficiency.
References
References available upon request.
Timeline
GenAI Intern
Tata Consultancy Services
05.2024 - 08.2024
AI & ML Engineer
Tarant Software Pvt. Ltd.
08.2018 - 08.2022
Master of Science - Computer Science
Central Michigan University
Bachelor of Engineering - Computer Science
SEA College
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