Sudip Dutta

About Sudip Dutta

Experienced and results-driven AI Architech with a total around 16.5 years of expertise in the IT industry, including the last 10.5 years specializing in Artificial Intelligence, Natural Language Processing, Machine Learning, and Gen AI.I am an expert in advanced analytics, statistical modeling, and developing cutting-edge algorithms to solve complex business problems. Additionally, I am highly skilled in developing and implementing machine learning models for predictive and prescriptive analytics, natural language processing, computer vision and recommendation systems. I am committed to continuous learning and professional growth and am adept at leveraging new technologies to solve critical business challenges. My focus is on delivering high-quality, scalable, and efficient solutions that drive business growth and customer satisfactionTechnical Skill:>Regression and Classification: Logistic Regression, K-NN, SVM, Decision Tree Classifier, Random Forest Classifier, Naive base, Bagging, Bosting, XGBoost, Gaussian Mixture Model, transformer model, GPT-3 model etc.>Clustering: K-means, Hierarchical clustering, DB-Scan, Spectral Clustering etc.>Text Mining: Text data parsing and cleaning, Text classi-fier, NLP, Word Cloud, NLP, TF-IDF, Word embedding, Word2Vec, BERT etc.>Time Series: AR, MA, ARIMA, GARCH, fbprophet, dart, using DNN and RNN etc.>Market Basket Analysis: Association Rule (Apriori Algorithm)>Deep Learning: ANN for regression and classification, MLP for classification, CNN and Open CV for image processing, RNN for sequence model etc.>Python library: Pandas, NumPy, Feature-Engine, Tensorflow, Keras, ScikitLearn, fbprophet, nltk, spacy, PyPDF2, PyMUpdf, BERT, Transformer, Openai etc.>Database Skill: IBM DB2, My SQL, Postgres, IBM Cloudant, MongoDB, HBase, Elastic Search, Pinecone.>Distributed Framework: Apache Spark, Hadoop ecosystem like HDFS, HIVE, PIG, HBase etc.>Artificial Intelligence: Process Automation, chat bot, voice bot, text retrieval from images and pdf etc.>IBM Watson Services: Watson Assistant, Watson Voice gate way, Watson Knowledge Studio, Watson natural Language Understanding and Watson discovery.>Web Development: REST API using python flask, Docker, Kubernetes, Redis, Celery, Jenkins.>Cloud Services: IBM Cloud cognitive services.AWS: s3, Sage maker, Lambda, API gate way, SQS, SNS, Textract, Translator, Elastic beanstalk etc.Azure: Webapp, Redis cache, Form recognizer, Function, Blob Storage, Data Lake, Data Bricks etc.Openai, Cognitive Search.Google: Enterprise Search, Big query, Vertex AI, Generative AI

Experience

1. Ai Architect

   EY

   Mar 2025 — Present · Kolkata, IN

Education

• Jadavpur University

  Engineer's Degree, Electronics & Instrumentation