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@dhaneshsolanki
Experienced Data Scientist with expertise in Machine Learning and NLP.
I have over 10 years of rich experience in Data Science, specializing in the implementation of different critical business use cases into products. I have a deep understanding of Machine Learning, NLP, Data Mining, and Image Processing techniques. Throughout my career, I have successfully implemented Markov Chain Probabilities graphs in various use case problems, including NLP and Image Processing.
One of my notable achievements includes working as a Volunteer Technical Lead at MIT USA Private KIT Lab, where I contributed to tracking COVID-19 infected customers and their respective location tracking using RNN on TensorFlow. I am also a part-time PhD student at ISI Bangalore, working with remote sensing images in the field of System Science in Information Unit (SSIU).
I have completed my MTech in Software Systems from B.I.T.S Pilani and hold a BE in Computer Science from IET ALWAR. I have a strong academic background and have also worked as a Teaching Assistant and Guest Lecturer at BITS PILANI. I am a team player with excellent multi-tasking abilities and have a proven track record of extracting and gathering data from various resources.
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Work history, roles, and key accomplishments
DynPro Consulting Pvt Ltd
May 2022 - Present (3 years 6 months)
Working on health care for USA government for fraud detection in medical bills under prescribers for different doctors and medicals. using Pyspark and Nebula graph for AI/ ML.
Wedigi Pvt Consulting Ltd
May 2022 - Present (3 years 6 months)
Worked on Azure Cognitive Text Analytics, Azure form builder, OCR, Form Recognizer, Text Analytics with Computer Vision, NLP for identify of cancer drugs with ICD-10 code for any recommendations under customised form builder based on historical information of patient to fill gaps with doctors and patient, if any symptoms caused before and after cancer treatment. Doctors gets all reports of all sym
Valuematrix.AI
Jan 2021 - Feb 2021 (1 month)
Time Series - Analytic Data Base Design, Big Data pipeline, Graph ML/ DNN, Ontology-Based NLP Schema, Speech Based Candidate recognition and identifications, Help in getting ISO-27001 certifications.
Harman Connected Service (A Samsung Company)
Sep 2018 - Nov 2019 (1 year 2 months)
Worked on ADAS with DNN, Implementing Cognitive Science in Self Learning ADAS with future features, Implementing Bayesian Deep Neural Network, Implementing Deep Breadth Neural Network, ADAS based DNN (CNN, RNN, Fast seq2seq) model implementations, Sensor Fusion, IgniteAI
Colortokens India LLP Pvt
Aug 2017 - Mar 2018 (7 months)
Risk: - Introduction of risk on network, bizapp, resources connection to create a new CVSS score, LGM data Packet analysis, Policy and Recommendation Engine, Virus traces identification, Big data analysis support, Bioinformatics support
KPIT Technologies
Sep 2016 - Aug 2017 (11 months)
Statistical Modelling for Machine Learning algorithm for Image and ADAS Data, Solution Architect for verification and validation, Project Lead for Machine Learning algorithm for Automotive Driver Assistant System
IBM India Pvt Ltd
Mar 2016 - Jul 2016 (4 months)
Working on predication of Power consumptions with machine learning algorithm for Texas USA, Worked to increase revenue of the airlines with the help of Random forest, Sigma Aldrich Chemical Pvt Ltd
Sigma Aldrich Chemical Pvt Ltd
Aug 2015 - Feb 2016 (6 months)
Text Mining and Customer Prediction, Big data analysis support, Bioinformatics support
Mobizz.in
Mar 2015 - Jul 2015 (4 months)
Recommendation and Predictive Model for E-commerce, B2C page ranking algorithm, Nodejs, MongoDB, Schema and Architecture design, ML, NLP, Hadoop, Angular JS
Intelligence Node Pvt. Ltd
Oct 2014 - Jan 2015 (3 months)
Categorization of different e-commerce item, Image Processing with Machine Learning, Categorization of different item by R Language with Machine Learning for NLP String Matching
Council of Scientific & Industrial Research (CSIR-CSIO)
Apr 2014 - Oct 2014 (6 months)
Active labelling of facial Emotion with Swarm Intelligence, Recurrent Neural Network with Bayesian Probabilities and Action Units
Sao Carlo University Barzil
Oct 2013 - Oct 2014 (1 year)
TORO Tomography (Bio-Physic), stimulator for tomography with Machine Learning, Image Processing, Data Processing, Pattern Recognition
The Millennium Project
Oct 2012 - Feb 2013 (4 months)
3D game with collective intelligence, Algorithm and Artificial Neural Network with Machine Learning, Research on new algorithm for 3D games
The Millennium Project
Jun 2012 - Feb 2013 (8 months)
Research on new Algorithm Design for 3D games, Prototype development on Super Server Cloud Computing, Pattern Recognition System with R System
NSTC NOIDA
Jan 2009 - Jun 2010 (1 year 5 months)
Silver Nano Science Online Research, Data processing with algorithm, Submitted thesis
Degrees, certifications, and relevant coursework
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