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Are you ready to leverage the power of Machine Learning and AI to transform your ideas into innovative solutions? Look no further! As an expert with extensive experience in Machine Learning, Natural Language Processing, and AI frameworks, I'm here to guide you through the endless possibilities of technology.

In our engaging discussion, we'll explore your unique use cases and tailor solutions that drive results. Here's what you can expect:

Comprehensive Insights: Gain a deeper understanding of Machine Learning and its applications through detailed analysis tailored to your specific needs.
Hands-on Expertise: Benefit from my hands-on experience with top tools and frameworks including Python, TensorFlow, and PyTorch. I’ll guide you through practical implementations and best practices.
Innovative Solutions: Let's brainstorm cutting-edge AI solutions that can enhance your project, making it stand out in a competitive environment.
Performance Optimization: Learn about fine-tuning and optimizing ML models for maximum efficiency and effectiveness based on real-world use cases.
Real-time Application: Understand how to implement big data tools like Hadoop and Spark and integrate them with cloud platforms such as AWS or GCP.

Imagine having the knowledge to apply AI methodologies that drive your projects forward. Together, we will illuminate the path to innovation and success in your domain!

Don't miss out on this opportunity to harness the power of advanced technologies. Schedule your Machine Learning - NLP - AI use case discussion today and take the next step in your tech journey!

"I am excited to explore the potential of Machine Learning and how it can be integrated into my projects. The insights and strategies provided were exactly what I needed!" - Potential Learner

Join me, and let's unlock the immense potential of AI and Machine Learning together!

2e:T84e,Proficient in Machine Learning and Machine Distributed Framework Design & Development, like to play around with open source languages and explore new technologies. Machine Learning: - Data Fetch - Clean - Slice and Dice (pandas/numpy/ray/jupyter) - Data Story-teller through code(matplotlib/jupyter) - Hands on experience different types of ML model/algorithms (scikit-learn/pyspark/scala-mllib) and transformer, BERT, LLM, RAG based usecases implementation including fine-tuning - Performance tuning ML models. - ML model deployment - ML model-as-service Interaction with stakeholders. - BigData Tools/Distributed FW : Hadoop, spark, pig, hive, Oozie,hdfs, ray, Airflow - Cloud Platform: GCP,AWS - mlops (kubeflow, mlflow, seldon, DVC) - Analysis of deployed model - A/B testing , multi-arm bandit , Drift analysis (EvidentlyAI) - Exploration of AI/ML open source tools/techniques, latest papers. Applied ML on Domain : > Security products > Infrastructure Data > Equity Market Automation: Developed Test Framework using TAP Harness(perl),unittest (python), pytest (python, nunit(C#),Robot(python), TestNG(Java) Type of Automation Done : Web based Automation (java/python/selenium webdriver) , Windows UI automation (C# UIAutomationElement,sikuli,AutoIT), Back-end Automation (perl/python/shell/java) Mobile Automation(appium/java/python), API Automation(python/java), Big Data Platform Automation(pySpark, Oozie, hive) Distributed Machine Communication Technology/Tool : ssh , STAF ,Web Services Code Coverage Tool: Bullseye,Coverity,Ncover Specialties: Python, Perl, Java, Scala, golang, Selenium Web Driver, Test Automation Framework Design & Development , Test Harness, CI/CD, DevOps, Jenkins, Security Products, Software Product Development ,SCM,DVC, Docker, Kubernetes ,breaking code, debug, code optimization, Data Science python libraries (scikit-learn,NumPy, Scipy, Matplotlib, Pandas),transformer, LLM , LangChain, PySpark-ML, jupyter notebook, NLP, RASA , CNN, Keras, Ray, BigData and Machine Learning Algorithms, kubeflow, mlflow, math, statistics.2f:T811,

In our engaging discussion, we'll explore your unique use cases and tailor solutions that drive results. Here's what you can expect:

Comprehensive Insights: Gain a deeper understanding of Machine Learning and its applications through detailed analysis tailored to your specific needs.
Hands-on Expertise: Benefit from my hands-on experience with top tools and frameworks including Python, TensorFlow, and PyTorch. I’ll guide you through practical implementations and best practices.
Innovative Solutions: Let's brainstorm cutting-edge AI solutions that can enhance your project, making it stand out in a competitive environment.
Performance Optimization: Learn about fine-tuning and optimizing ML models for maximum efficiency and effectiveness based on real-world use cases.
Real-time Application: Understand how to implement big data tools like Hadoop and Spark and integrate them with cloud platforms such as AWS or GCP.

Imagine having the knowledge to apply AI methodologies that drive your projects forward. Together, we will illuminate the path to innovation and success in your domain!

Don't miss out on this opportunity to harness the power of advanced technologies. Schedule your Machine Learning - NLP - AI use case discussion today and take the next step in your tech journey!

"I am excited to explore the potential of Machine Learning and how it can be integrated into my projects. The insights and strategies provided were exactly what I needed!" - Potential Learner

Join me, and let's unlock the immense potential of AI and Machine Learning together!

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ML - NLP - Agents use case Idea to Solution with Subhabrata Banerjee

Subhabrata Banerjee

ML - NLP - Agents use case Idea to Solution

About this session