VEDAVRATH PATHI
New York,New York
Summary
Results-driven AI Engineer and Data Scientist with hands-on experience in developing and deploying end-to-end AI/ML solutions, including Machine Learning, Deep Learning, Generative AI, and NLP applications. Skilled in building and optimizing predictive models, implementing Retrieval-Augmented Generation (RAG) pipelines, and leveraging vector databases and knowledge graphs for intelligent search and recommendations. Proficient in Python, PyTorch, TensorFlow, SQL, and Spark, with expertise in MLOps, cloud deployment (AWS SageMaker, Bedrock, Lambda), and real-time data processing. Adept at transforming complex datasets into actionable insights and delivering scalable, production-ready AI solutions to drive business impact.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist and AI Engineer
GramX
06.2024 - Current
- Engineered and optimized RAG systems to enhance data retrieval processes, significantly improving the efficiency and accuracy of information extraction and knowledge synthesis
- Spearheaded the creation of intricate Knowledge Graphs to systematically organize and link data, enhancing the intuitive data querying and enabling deeper insights into complex data sets
- Implemented fine-tuning processes on pre-trained LLMs to tailor models for specific text and image processing tasks, achieving superior model performance and reliability in operational settings
- Pioneered the development of multimodal learning frameworks that leverage both text and visual data, enhancing the model's ability to understand and interpret multimedia data
- Worked closely with product development and engineering teams to integrate advanced AI technologies into existing systems, ensuring seamless deployment and scalability of solutions
- Streamlined data collection methods to minimize analysis errors.
Machine Learning Engineer
Minfy Technologies
09.2023 - 06.2024
- Participated in training sessions to prepare for the AWS Machine Learning certificate exam
- Developed and implemented machine learning models using Amazon SageMaker, optimizing performance and scalability
- Deployed robust machine learning solutions on AWS, ensuring seamless integration and operational efficiency
- Utilized Generative AI techniques to create innovative solutions and improve decision-making processes
Data Engineering Intern
Royal DSM
07.2022 - 09.2022
- Facilitated data provisioning using SAP and AWS to support business analytics and decision-making processes
- Provided clean, structured data for visualization tools and machine learning models, enhancing data usability and insights
- Engaged with AWS services and the Cloud Development Kit (CDK) to build scalable and secure data solutions
Education
MS - Data Science
Pace University
New York, NY01.2026
Bachelor of Technology - Computer Science & Engineering
Indian Institute of Information Technology
India05.2023
Skills
- Machine Learning
- Deep Learning
- Generative AI
- LLMs
- Retrieval-Augmented Generation (RAG)
- Prompt Engineering
- Natural Language Processing (NLP)
- Computer Vision
- Time Series Analysis
- Reinforcement Learning
- Data Preprocessing
- Feature Engineering
- Model Evaluation & Optimization
- Python
- PyTorch
- TensorFlow
- Pandas
- SQL
- Langchain
- AWS
- Azure AI
- GCP AI
- Vector Databases (Pinecone, FAISS, Weaviate)
- Knowledge Graphs (Neo4j)
Certification
- AWS Machine Learning - Specialty | 2023
- Advanced Python Programming from Indian Institute of Technology Madras | 2023
- Data Science Certification from Guvi | 2023
- GATE Data Science and AI | Score 490
Timeline
Data Scientist and AI Engineer
GramX
06.2024 - Current
Machine Learning Engineer
Minfy Technologies
09.2023 - 06.2024
Data Engineering Intern
Royal DSM
07.2022 - 09.2022
MS - Data Science
Pace University
Bachelor of Technology - Computer Science & Engineering
Indian Institute of Information Technology
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