Ismail Vanak
Angestellt, senior data scientist, MSCI
Pune, Maharashtra, India, Indien
Über mich
Experienced professional with nine years in Machine Learning, Deep Learning, and NLP. Specializes in AI model development, particularly in image segmentation, RAG, and semantic search, utilizing technologies like TensorFlow, Docker, Azure, and GCP. Proficient in MLOps, orchestrating pipelines, and deploying scalable solutions. Skilled in SQL for data preparation and project management. Led impactful initiatives, including legal agreement metadata delivery and KPI automation, optimizing pipelines for 50% performance improvement. Strong in innovation, problem-solving, and ensuring high-quality solutions through code review and data governance. Offers a diverse skill set, technical expertise, leadership, and AI knowledge for driving forward-thinking projects.
Werdegang
Berufserfahrung von Ismail Vanak
Bis heute 2 Jahre, seit Juni 2022
senior data scientist
MSCI
Developed U-net TensorFlow model for satellite image segmentation, incorporating Meta's Segment Anything. Engineered AI agents using LLM for web data extraction. Collaborated on RAG for chatbots. Orchestrated image segmentation pipelines on Google Cloud with Docker. Driving innovation in AI, ML, and MLOps methodologies.
2 Jahre und 11 Monate, Juli 2019 - Mai 2022
Associate architect
Icertis GmbH
Specializing in ML, DL, and NLP, I've innovated in agreement analysis, training models with TensorFlow's Universal Sentence Encoder. Led projects in MLOps, scaling pipelines on Azure, and deploying models on Azure ML Studio. Improved Python pipelines for legal contract attribute extraction by 50%. Led Presales, delivering 150+ agreement metadata for implementations, and played a key role in code review, testing, and CI/CD for AI pipelines.
5 Jahre, Juli 2014 - Juni 2019
IT Analyst
Tata Consultancy Services Ltd
Python expert specializing in data ingestion and ML pipelines, proficient in SQL and ETL. Predicts turbine outage and revenue from SAP data stored in denormalized PostgreSQL Data Lake. Implements job log analytics using SQL and Talend, pioneers Talend-based Data Ingestion Framework for automation. Skilled in Tableau for Grid KPI dashboards, leads as Data Governance Lead, delivering 28 KPI automation projects. Creates ETL jobs and Excel reports for data quality checks.
Ausbildung von Ismail Vanak
1 Jahr und 11 Monate, Juni 2016 - Apr. 2018
master of computer application
Gujarat Technological University
2 Jahre und 10 Monate, Juni 2011 - März 2014
bachelor of computer science
Saurashtra University
Sprachen
Englisch
Fließend