Ayan de

About Ayan de

Machine Learning Engineer/Data Scientist with more than 10 years industry experience of which 5+ years in AI/ML (rest 5 years as a Data Engineer - Data Integration and ETL).Experienced in providing data-driven solutions across various business verticals using Advanced Analytics, Machine Learning and Artificial Intelligence, digital transformation, handling client-facing challenges in finance, healthcare and retail domains with expertise in NLP and classical ML.Worked on building a machine translation (NLP) digital product for translation of multiple language pairs in GCP environment. Worked in projects in Document AI in GCP platform.Have worked on supervised classical ML, EDA, feature ranking, feature engineering, data preprocessing, traditional ML and state-of-the-art transformers in NLP for sentiment analysis. Also, experienced in unsupervised ML using clustering techniques.Have worked on a pilot project using Large Language Models (LLMs) and Generative AI using RAG with custom documents. Also, working on various Gen AI use cases.Proficient in Python, Machine Learning, NLP, Deep Learning, Statistics, Linear Algebra, SQL and Data Structures & Algorithms. MLOps enthusiast, Kaggler and have participated in various hackathons.Have mentored interns/freshers and a part of panel taking interviews for ML roles.Basically, the data science/ML/AI field is vast and requires consistent learning and I am proud to be a consistent learner.

Experience

1. Senior Software Engineer - Ai Ml

   Vehere

   Dec 2023 — Present · Kolkata, IN

Education

• RCC Institute of Information Technology

  Bachelor of Technology (B.Tech.), Computer Science

  2009 — 2013

• Birla Institute of Technology and Science, Pilani

  Master of Technology - MTech, Data Science & Engineering

Skills

• Business Intelligence
• Data Warehousing
• Etl Tools
• Informatica
• Ssas 2008
• Cognos
• Oracle Database
• Pl/Sql
• Unix