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@rohanmunshi
Data Engineer specializing in AI and big data solutions.
I am a passionate Data Engineer with extensive experience in designing and implementing data solutions that drive business value. My journey began with a Bachelor's degree in Computer Science and Engineering, followed by a Master's in Data and Knowledge Engineering. I have honed my skills in data architecture, machine learning, and big data technologies, enabling me to create robust data pipelines and analytics-ready datasets.
At Talonic, I designed an end-to-end document intelligence pipeline that transformed unstructured data into actionable insights. My work involved fine-tuning NLP models and deploying cloud-native architectures, which significantly improved data processing efficiency. I thrive in collaborative environments, having facilitated workshops to align data strategies with business objectives, ensuring successful project adoption and execution.
Throughout my career, I have worked with various technologies, including Azure, GCP, and AWS, and have developed a strong foundation in ETL processes, data warehousing, and machine learning. I am eager to leverage my expertise to tackle complex data challenges and contribute to innovative projects that harness the power of data.
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Work history, roles, and key accomplishments
Talonic
Apr 2024 - Present (1 year 7 months)
Designed an end-to-end document intelligence pipeline for converting unstructured data into structured datasets. Developed RAG workflows to enhance knowledge discovery and fine-tuned NLP and vision models for improved accuracy. Outlined cloud-native architectures and deployed microservices with CI/CD.
Pragmatic industries GmbH
Jul 2024 - Aug 2024 (1 month)
Extracted information from technical PDFs using multimodal ML models. Developed rule-based models for data extraction and fine-tuned NER models for accurate classification.
Index Exchange
May 2024 - Jun 2024 (1 month)
Collaborated with teams to enhance system efficiency using data-driven insights and ML algorithms. Utilized AWS S3 for data processing and implemented MLOps with Docker and Kubernetes for real-time data ingestion.
Ek Robotics
Oct 2022 - Mar 2024 (1 year 5 months)
Developed a scalable data warehouse using Azure technologies to manage large data volumes. Implemented Azure Logic Apps for automation and enhanced OLAP DataMart through dimensional modeling.
Tata Consultancy Services
Jul 2019 - Apr 2022 (2 years 9 months)
Developed ETL solutions using Informatica PowerCenter and managed large datasets with Hadoop and Hive. Coordinated statistical data analysis and performed data profiling using SQL.
Degrees, certifications, and relevant coursework
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