"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 seven 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:
Android DEVELOPMENT: ✓Java, Kotlin programming languages
Web: J2EE, Angular.js, Reactjs, NodeJs
Databases: Firebase, MYSQL, CoreData, SQLite, CloudKit,JSON, XML, MongoDb, DynamoDB
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)
-- 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
-- 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
If you are searching someone who is passionate for programming and research. you are on the right page.
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