Yukta Chikate
Data Engineer
Santa Clara,US
Summary
Innovative and results-driven AI/ML and cloud computing professional with expertise in Python, SQL, AWS, and data-driven strategies. Proven experience in developing large-scale solutions across finance, healthcare, and aerospace industries. Adept at leveraging advanced analytics and AI/ML models to drive business outcomes and optimize operations.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Research Assistant – AI/ML Engineer
Northeastern University
09.2022 - 05.2024
- Automated a health management system using large language models (LLMs), streamlining patient data analysis and enhancing healthcare delivery efficiency by 20%
- Conducted research and developed AI-driven solutions for optimizing healthcare operations, with a focus on patient diagnosis and treatment prediction models
- Published research findings in leading academic journals and presented at industry conferences, contributing to advancements in AI/ML applications in healthcare
Data Scientist
Barclays Investment Bank
11.2021 - 08.2022
- Led the development of a Predictive Maintenance System that reduced equipment downtime by 30% across global operations. Utilized Python for model development, SQL for data management, and deployed the solution on AWS
- Spearheaded the creation of a Customer Segmentation and Personalization Model, driving a 15% increase in targeted marketing effectiveness through advanced machine learning algorithms
- Built interactive dashboards and comprehensive reports to provide actionable insights to stakeholders, enhancing decision-making and strategic planning
Cloud AI/ML Engineer
William O'Neil+Co
02.2021 - 11.2021
- Designed and implemented an End-to-End ML Pipeline on AWS, automating the data ingestion, preprocessing, model training, and deployment processes, resulting in a 40% increase in model deployment efficiency
- Developed and deployed an AI-Powered Chatbot on AWS using NLP technologies, improving customer engagement and reducing support response time by 25%
- Collaborated with cross-functional teams to integrate AI/ML solutions into cloud-based platforms, optimizing performance and scalability
ISRO (Indian Space Research Organisation)
Data Engineering
06.2019 - 07.2020
- Engineered a Data Lake and ETL Pipeline on AWS to manage and process satellite telemetry data, enabling real-time data analysis and storage for mission-critical operations
- Developed a Real-Time Data Processing System that utilized AWS Kinesis for data streaming and Python for processing, significantly improving data processing speed and reliability
- Collaborated with scientists and engineers to support data-driven decision-making processes for space missions, ensuring the integrity and accessibility of large datasets
Education
Master of Science - Computer And Information Sciences
Northeastern University
Boston, MA05.2024
Skills
- Programming Languages: Python, SQL, R
- Machine Learning: TensorFlow, Scikit-learn, NLP, LLMs
- Cloud Platforms: AWS (SageMaker, Lambda, S3, Kinesis, Redshift, Quicksight)
- Data Engineering: ETL Pipelines, Data Lakes, Data Warehousing
- Tools: Git, Docker, Jenkins, Tableau
- Soft Skills: Problem Solving, Communication, Leadership, Collaboration
Languages
English
Full Professional
Hindi
Native or Bilingual
French
Limited Working
Marathi
Native or Bilingual
Certification
- FAA- Student Pilot License
- AWS Certified Solutions Architect
- Certified Data Scientist (John Hopkins University)
- Apple Search Ads
- Business Analysis Process (Tableau)
- Data and Record Management (Barclays)
- Preparing Data for Analysis with Excel (Microsoft)
- "AI/ML Applications in Healthcare Management" – Journal of Healthcare Informatics, 2018
- "Optimizing Satellite Data Processing with Cloud Solutions" – International Journal of Aerospace Technology, 2020 (ISRO)
Timeline
Research Assistant – AI/ML Engineer
Northeastern University
09.2022 - 05.2024
Data Scientist
Barclays Investment Bank
11.2021 - 08.2022
Cloud AI/ML Engineer
William O'Neil+Co
02.2021 - 11.2021
ISRO (Indian Space Research Organisation)
Data Engineering
06.2019 - 07.2020
Master of Science - Computer And Information Sciences
Northeastern University
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