Himalaya Ashish
Machine learning Engineer | Data Science Professional
38 years old
Professional Status
Employed
Available
About Me
8.5+ years of experience in software development.
4+ years of experience in Machine learning,deep learning,AI,neural networks,Time series,NLP.
3+ years of experience in Computer vision
Excellent knowledge of development and implementation of machine learning and deep learning model in production environment.
For more details, check my online resume : www.himalaya-ashish.com
4+ years of experience in Machine learning,deep learning,AI,neural networks,Time series,NLP.
3+ years of experience in Computer vision
Excellent knowledge of development and implementation of machine learning and deep learning model in production environment.
For more details, check my online resume : www.himalaya-ashish.com
Machine Learning Engineer
Deloitte
Since May 2019
Bangalore,India
- Potential customer ::
Implemented deep neural networks to build a emotion detector model which can analyzes and classifies raw video while driving the test car.
This application is being used to classify potential customer for Automotive industry.
Algorithms ::- Artificial Intelligence, Deep learning, Neural networks, Classification, Clustering.
Skills ::- Tensorflow, Python, Machine learning, Neural networks, Open-CV, Keras, Image processing, CNN, ANN.
Platform ::- AWS - Damage Detection::
Leveraged deep learning algorithms and computer vision techniques for car damage detection.
This application is being used as a bridge between Automotive industry fand insurance company for claim reimbursement.
Algorithms :- Artificial Intelligence, Classification, Computer vision
Skills ::- Tensorflow, Neural networks, Open-CV, Python , deep learning, Flask, docker.
Platform ::- AWS - Responsible for developing application for medical object detection and human activity classification.
This application is used for classification of the medical instruments and productive hours of employees.
Data preprocessing – resize, color conversion, denoising, image enhancement, data augmentation.
Collected and trained the model on large image datasets.
Algorithms ::- Artificial Intelligence, Classification, Computer vision, YOLO, OpenCV,SLAM
Skills :- Tensorflow, Neural networks , CNN, ANN, Open-CV, Python , deep learning, Flask, docker.
Platform ::- AWS - MediAI ::
Design and implement neural network based system which will classify the X-rays and CT scans images.
This application will classify the severity and used to route the patient to right doctors.
Data preprocessing – resize, color conversion, denoising, image enhancement, data augmentation.
Collected and trained the model over millions of image datasets.
Algorithms ::- Artificial Intelligence, Deep learning, Neural networks, Classification, computer vision.
Skills ::- Tensorflow, CNN, Python , deep learning, Flask, docker.
Platform ::- AWS - eRetail::
Applied advanced statistical methods and interpreting the results, which will help the business make meaningful business decisions.
As a Statistical analyst, I worked on various approaches like, Regression Analysis, Time Series (State Space Analysis), Arima, Sarima, Arimax, Sarimax, RNN, LSTM Data Exploring Analysis
Algorithms ::- Regression Analysis, Time Series (State Space Analysis),Data Exploring Analysis.
Skills ::- Tensorflow, Arima, Sarima, Arimax, Sarimax, RNN, LSTM.
Platform ::- AWS
Data Scientist
eClerx
June 2017
to May 2019
Mumbai,India
- Build predictive data science solutions using text analysis to enhance the FAQ section of Hotel industry.
Algorithms ::- NLP, Word embedding, Text analytics, Clustering.
Skills ::- Python, NLP, Bag of words, tf-idf, word2vec, MongoDB, hive.
Platform ::- Baremetal - Implemented machine learning solution for resume ranking.
Based on the similarity matrix of the text data this application will recommend top N candidates for the relevant position and skill sets.
Algorithms ::- NLP, bag of words, tf-idf
Skills ::- Python, NLP, Bag of words, tf-idf, mysql, hive.
Platform ::- Baremetal - Perform trend analysis through data pulled from various sources and Execute analytical projects using advanced Machine Learning Techniques(like, / Super Learning , etc.)
Algorithms ::- Deep Learning, Ensembles - Bagging, Boosting & Stacking
Skills ::- Python, random forest, ADA Boost,XG Boost,Deep learning.
Platform ::- Baremetal
Computer vision Engineer
Synechron
February 2017
to June 2017
Mumbai,India
- Developing new areas of computer vision and implementing more advanced techniques/methodologies (like Neural Networks & Response Models) for helping the business to take meaningful and productive decisions for retail product arrangement.
- Pedestrian Detection using deep learning based approach
- Image pre processing tool chain development for Character Recognition System (OCR) and pytesseract.
- Skills ::- Tensorflow, CNN,RNN,LSTM, YOLO,pytesseract, OCR,open cv
Data Scientist
Infobeans
August 2016
to February 2017
Pune,India
- Build predictive data science solutions using regression technique to predict numbers of alerts. This application is used by the higher management to avoid the outages.
- Building "Reusable Data Assets" on python by integrating advanced/intelligent data quality checks and automating exploratory data analysis approaches
- Developing & implementing regression techniques for Institutional Banking Groups
- Exploring and defining analytics opportunity areas through cross functioning
- Performing R&D on futuristic ideations and technologies
- Responsible for implementing complex business logic and data transformation using python.
Algorithms:- Regression,Lasso,Ridge, classification, Decision Tree, Bagging and Boosting,Random forest, XG Boost.
Skills :- Python, Hive, Hadoop.
Platform :- Baremetal
Associate Software Engineer
CGI
February 2013
to August 2016
Bangalore,India
- Primarily responsible for Data migration. Design and implement data pipeline system form relational data base and non relational data source to Hadoop environment.
- Skills :- SQL server, hive, SSMS, Sql agent.
Platform :- Windows servers. - Developed jobs for schedule data transfer. Automate database backup and restore mechanism.
- Responsible for creation and maintenance of data pipeline and work on data remediation for BFSI.
Skills :- Hive, Python
Platform :- Linux, Clouderra
Information Technology
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Software Development
Advanced
-
Programming
Advanced
-
Algorithms
Good
-
Tech Architecture
Good
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Artificial intelligence,Deep learning algorithms, Neural Networks
Good
-
Computer vision, opencv
Advanced
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Neural Networks
Advanced
-
Computer vision
Advanced
-
Classification
Advanced
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Word Embedding (NLP)
Good
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Clustering
Intermediate
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Machine learning algorithms
Advanced
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Timeseries
Good
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Regression
Good
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Python
Advanced
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Tensorflow
Advanced
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Keras
Good
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Flask
Intermediate
-
Hive
Good
-
Hadoop
Intermediate
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MySQL
Good
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SQL Server
Advanced
-
AWS
Good
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Azure
Notions
-
Docker
Intermediate
