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• 👋 Hi, I’m Manoj Kumar Yadav

• 👀 I’m interested in Machine Leanrning, Deep Learning, Natural Language Processing and Bigdata based AI Product design devlopment.

• 🌱 I’m currently learning Language base Modeling Technique: Transformer, BERT, ROBERTa and other related Natural language processing approach.

• 💞️ I’m looking to collaborate on ML/AI enthusiast, Leader as well as Job opportunity in these Area.

• 📫 How to reach me ...email: [email protected], mobile: +917259111604

• Learning & RESEARCH PROJECT

• BERT/Roerta - Fine Tuning for COVID data

• LSTM based Sequence classification to identify Fake News

• RARE Failure prediction using Machine sensor Data

• Solving class imbalance problem using deep generative model

• Hybrid approach of GAN and VAE

• Sentence to SQL : language Translation, Deep learning

• X-ray image to identify disease : Image pre-processing/augmentation

• Gesture Recognition: TV remote control gesture recognition. Image processing

• Inventory Management: Reinforcement Learning

• Loan Defaulter Prediction

• Telcom Churn

• Resturant Based ChatBot

KEY SKILLS & EXPERTISE • Proficient in Machine learning, NLP, Deep Learning and Data science concept • Supervised/unsupervised algorithm: Classification, Regression, Boosting, PCA, SVD, Cluster. • Natural language processing: Semantic, NLU, Information extraction, Word Embedding, Glove, BERT. • Deep learning: RNN, LSTM, Encoder-Decoder, Deep Generative mode (GAN, VAE). • Programming Experience: Python, Keras, Tensorflow, Pyspark, R, Java and Hadoop Ecosystem. • Database Experience: Oracle, SQL Server, No-Sql Database Hive, Hbase etc • Project Management Tool: Git, Jira, Maven, Anaconda, Jenkins, Agile • Deployment: Kubernetes, Hadoop platform, PCF, Docker • Design and build scalable architecture application development.