"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
BioBERT, SciSpacy, BioELMO, NegBio
SQUAD, HotpotQA, MovieQA, Biomedical question answering
Universal Sentence Encoder,ELMO, BERT, Flair,Glove,FastText
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.