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Rohit S.
Chandigarh, India
100% Job Success
Top Rated Plus

Data Scientist | Machine Learning & Deep Learning | Generative AI

"Programming" ... Defines my life. I have been into programming since teenage. Always ready to explore new technologies. Willing to engage in some serious work. I have been working in Machine Learning, Deep Learning and Data Science from past nine years. Besides that I also have vast experience in network programming, cuda Programming , Android App Development and Web Development. Clients ranging from startups to Fortune 500 companies across e-commerce, finance, IOT, audio, medicine, healthcare, real-estate and time series domains. My past projects technical domains: Linear regression, Logistic regression, PCA, Backpropagation, Autoencoders, Generative adversarial network, Reinforcement learning, Dropout regularization, K-means, KNN, SVM, Gaussian mixture model, EKF, UKF, Particle filter, SLAM, Stereo matching, Point cloud, Structure from motion, Path planning, Object detection, Classification, Localization, Segmentation, YOLO, OPENCV * Natural Language Processing (NLP) --Prompt engineering for ChatGpt --Prompt engineering for Gemini -- intent, question answering, e-commerce search, conversations. DialogFlow, wit.ai -- Abstraction, Extraction Text Summerization, Query Based summerization. * Time series analysis, prediction -- medical signals, stock/currency markets. * Deep reinforcement learning -- decision-making/scheduling problems. * Cloud (AWS, Azure, GCE) based network training and deployment. Hands-on expertise with a range of deep learning tools: * Tensorflow, Keras, TensorRT, PyTorch, TensorFlow Serving, Caffe, Deeplearning4j, Kubernetes, Tensorflow lite and Theano expert using CUDA backend. * Distributed network training (across CPUs/GPUs). * Building GPU-Accelerated Workflows with TensorFlow and Kubernetes * Data processing: pandas, dask, h5py, Spark. * Speech, Audio analysis -- speech to text, noise removal, source separation. DeepSpeech, DeepVoice, Alexa. --text to speech pocket phoenix,Kaldi toolkit * CHAT BOTS -- ChatGpt, my-croft open source AI chat bot * Computer Vision, Object detection, Segmentation -- locating, segmenting, bounding objects in medical/natural images. SSD, Yolo, RCNN. Proficient in building/training cutting-edge, novel neural architectures across various verticals. Familiar with latest research involving DNN, CNN, RNN / LSTM, seq2seq,GAN, attention models. Natural Language Processing with Transformers: Hugging Face Transformers RoBERTa, XLNet, BERT, GPT-3, Transformer-XL, BERT with TensorRT, Custom models Biomedical NLP: BioBERT, SciSpacy, BioELMO, NegBio Question-Answering: SQUAD, HotpotQA, MovieQA, Biomedical question answering Embeddings: Universal Sentence Encoder,ELMO, BERT, Flair,Glove,FastText Cloud services: Google Cloud, AWS,IBM Cloud, Digital Ocean, Heroku, Paper space and others Android DEVELOPMENT: ✓Java, Kotlin programming languages Web: J2EE, Angular.js, Reactjs, NodeJs Databases: Firebase, MYSQL, CoreData, SQLite, CloudKit,JSON, XML, MongoDb, DynamoDB If you are searching someone who is passionate for programming and research. you are on the right page.
Work history
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Skills

Skills

  • TensorFlow
  • Python
  • Natural Language Processing
  • PyTorch
  • Chatbot
  • Machine Learning
  • Automatic Speech Recognition
  • Amazon Rekognition Video

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