Sritanu C.
KolkataIndia
100% Job Success
Top Rated

AI and Deep Learning Expert

AI and Machine Learning Expert: Holding a master's degree from the prestigious Moscow Institute of Physics and Technology (MIPT), one of Russia's premier institutions, I bring a robust academic foundation to the practical application of AI. As a passionate innovator in AI, I leverage the might of Deep Learning and Machine Learning models to tackle intricate challenges in Natural Language Processing (NLP) and Computer Vision. With a track record of driving projects that have increased operational efficiency by up to 40% and resulted in cost savings in excess of $1M, I empower businesses to make data-driven decisions. The rigors of my advanced education at MIPT, renowned for its rigorous academic program and innovative approach, have equipped me with a strong conceptual understanding and an ability to apply these concepts to real-world problems. This has been instrumental in my successful professional journey. My Computer Vision proficiency includes navigating through complex landscapes such as Generative Adversarial Networks, object detection in images, real-time video stream analytics, object tracking, face recognition, and human activity recognition. I am also adept at segmentation, style transfer, and image stitching, In the domain of NLP, my specialties include text sentiment classification, language modeling, Q/A models, multiword expressions, neural machine translation, text summarization, and analytics. These skills allow me to extract value from unstructured data, transforming it into actionable insights for your business. These skills have been instrumental in driving over $2M in new revenue opportunities for businesses by transforming unstructured data into actionable insights. Of particular note is my expertise with the GPT models, including the revolutionary ChatGPT. I have extensively utilized this AI-powered chatbot in various applications, from customer service to content generation. By harnessing the power of GPT's advanced language understanding, I can bring a new level of automation and precision to your projects. Implementing ChatGPT in customer service roles has resulted in improved customer satisfaction rates by 35% and savings of up to $1.5M annually. I employ Bayesian modeling approaches and Mixture Density Networks for structured tabular data, ensuring the most efficient use of your data resources. My interests lie in Computer Vision, Natural Language Processing, Deep Learning, Bayesian Modelling, Graph Theory, Algorithms and Data Structures, and Machine Learning. I have extensive experience with various technologies such as Tensorflow, Keras, Pytorch, CNN, GANs, RNN, Bidirectional LSTMs, GRU, Bayesian Modelling, XGBoost, Gradient Boosting, Decision Trees, Logistic Regression, and Random Forests. One of my works with transformer models is demonstrated by a co-authored paper available on ResearchGate: "Identification of Multiword Expressions using transformers". Let's join forces to elevate your business through data science, machine learning, or deep learning project. Together, we can navigate complex problems and uncover solutions that yield tangible results. Best Regards, Sritanu Chakraborty

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Skills

  • Keras
  • NumPy
  • Python Scikit-Learn
  • deeplearn.js
  • Bayesian Statistics
  • PyTorch
  • Anomaly Detection
  • TensorFlow
  • Deep Learning Modeling