U.S. : +1 (415) 644-5123|U.K. : +44 1253 335595|India : +91 9705 124222

 

Tarun V.

Product Manager and Data Scientist with 8.5 years of experience

Commitment
0/ 5
Competency
0/ 5
Reliability
0/ 5
  • Overall Experience: 9 Years  
  • Logistic regression: 3 Years - Advanced
  • Scala: 5 Years - Advanced
  • Recommender Systems: 4 Years - Advanced
  • Deep Learning: 6 Years - Advanced
  • Keras: 5 Years - Advanced

Tarun V. 

Product Manager and Data Scientist with 8.5 years of experience

Commitment
0/5
Competency
0/5
Reliability
0/5

Time zones ready to work

  • Eastern Daylight Time
  • Central Daylight Time
  • Mountain Daylight Time
  • Pacific Daylight Time
  • Eastern European Time
  • Greenwich Mean Time
  • Australian EDT
  • Australian CDT

Willing to travel to client location: Yes  

About Me 

  • I stride to implement Artificial Intelligence for the benefit of business and betterment of mankind. With a commitment to create an environment where nature and
  • I stride to implement Artificial Intelligence for the benefit of business and betterment of mankind. With a commitment to create an environment where nature and technology nurture hand-in-hand, I believe in empowering the under privileged with the help of technology.
  • I have 8.5 years of experience with entrepreneurial spirit working in the field of Machine Learning, Natural Language Processing and Computer Vision currently working with The Boeing Company as a Product Manager and Data Scientist.
  • I have worked upon implementation of statistical techniques on massive datasets, in collaboration with AI to make predictions, inferences and automate decision making while building end to end solutions.
  • Strong problem solving and troubleshooting skills, quick learner and adaptive to the challenging technical environment.
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Portfolios

GE Engine Maintenance Prediction

Role:

This project focusses on understanding the relationship between the massive data collected from the operating engines and cockpit of aircrafts to prepare a predictive model that can make decisions and set the priority of maintainability among the engines. This saves manpower and cost by not visit

This project focusses on understanding the relationship between the massive data collected from the operating engines and cockpit of aircrafts to prepare a predictive model that can make decisions and set the priority of maintainability among the engines. This saves manpower and cost by not visiting or operating on the engines which are working fine within the stipulated timeframe and focusses on the engines which require urgent attention.

Key Technologies * Machine Learning, Natural Language Processing, Statistics, Matlab, Cassandra, JAVA, Python, AWS, Spark, Theano

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Skills: Machine Learning

Tools: Python Fiddle Tensorflow

787 Line Move- Object detection and facial recognition & skeletal analysis

Role:

With the entrepreneurial spirit, I voluntarily initiated this project, wherein we analyze the camera stream from CCTVs present in the production factories to do object detection among various equipment in the assembly line for their optimal utilization, facial recognition for better accountabilit

With the entrepreneurial spirit, I voluntarily initiated this project, wherein we analyze the camera stream from CCTVs present in the production factories to do object detection among various equipment in the assembly line for their optimal utilization, facial recognition for better accountability of resources working in a shift, skeletal analysis to figure out right way of operating the machinery on shop floor and cargo operations to fend off any safety hazard.

 

Key Technologies * Machine Learning, Computer Vision, Natural Language Processing, Statistics, Matlab, Cassandra, JAVA, Python, AWS, Spark, Theano

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Skills: Computer Vision

Tools: Tensorflow

Flight Fuel Consumption Optimization

Role:

This project focusses on understanding the relationship between the various variables in the data collected from the flight and studies their effect on the fuel consumption during a flight. At the same time with the help of ML, predictive modeling is done to predict the optimized flight plan that

This project focusses on understanding the relationship between the various variables in the data collected from the flight and studies their effect on the fuel consumption during a flight. At the same time with the help of ML, predictive modeling is done to predict the optimized flight plan that depends on various factors like cruising altitude, weight, weather, pilot, time etc.

 

Key Technologies * Machine Learning, Computer Vision, Natural Language Processing, Statistics, Matlab, Cassandra, JAVA, Python, AWS, Spark, Theano

 

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Skills: Machine Learning

Tools: Python Fiddle

Credit Risk Score Generation

Role:

Worked to build the model to calculate and predict credit risk score of various clients in business with the organization by deriving intelligent insights by statistically studying data from stock market, tweets, news agencies and internal data from ERP and comparing it with S&P and Moody's ratin

Worked to build the model to calculate and predict credit risk score of various clients in business with the organization by deriving intelligent insights by statistically studying data from stock market, tweets, news agencies and internal data from ERP and comparing it with S&P and Moody's rating to help strengthen the business to stay on top it while striking deal with clients.

 

Key Technologies * Machine Learning, Computer Vision, Natural Language Processing, Statistics, Matlab, Cassandra, JAVA, Python, AWS, Spark, Theano, scala

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Skills: Machine Learning Spark ML Python Java Computer Vision MATLAB AWS Scala

Tools: Python Fiddle

Pharmaco Vigilance Artificial Intelligence

Role:

Worked on the project to develop predictive modeling algorithm, confusion matrix, heat map, confidence score to forecast the side-effects of newly launched drugs by studying the chemical composition of various drugs, patient's personal records, illness history, gene expression data sets which als

Worked on the project to develop predictive modeling algorithm, confusion matrix, heat map, confidence score to forecast the side-effects of newly launched drugs by studying the chemical composition of various drugs, patient's personal records, illness history, gene expression data sets which also includes features extraction from 18 types of medical record forms with the help of optical character recognition techniques. Developed the orchestration layer with the help of messaging queue to automate the data flow.

Key Technologies * Machine Learning, Computer Vision, Natural Language Processing, Statistics, Matlab, Cassandra, JAVA, Python, AWS, Spark, Theano

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Skills: Machine Learning Spark ML Python Natural Language Processing Java

Tools: Python Fiddle

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Employment

Consultant

2015/06 - 2016/08

Royal Bank of Scotland Gurgaon

Skills: Hadoop Machine Learning AWS RabbitMQ Python Core Java Java EE Deep LearningHive

Your Role and Responsibilities:

Role: Data Science

Responsibilities: Technical contribution as a data scientist that includes working with Data Engineering team to create data pipeline, building AI algorithms and collaborating with web application team for their integration into the product. At last presenting the busin

Role: Data Science

Responsibilities: Technical contribution as a data scientist that includes working with Data Engineering team to create data pipeline, building AI algorithms and collaborating with web application team for their integration into the product. At last presenting the business stakeholders with the business insights.

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Senior Software Engineer

2011/04 - 2014/05

Tech Mahindra Noida

Skills: Hadoop Machine Learning Deep Learning Python Java EE

Your Role and Responsibilities:

Role: Data Science

Responsibilities: Technical contribution as a data scientist that includes working with Data Engineering team to create data pipeline, building AI algorithms and collaborating with web application team for their integration into the product. At last presenting the busin

Role: Data Science

Responsibilities: Technical contribution as a data scientist that includes working with Data Engineering team to create data pipeline, building AI algorithms and collaborating with web application team for their integration into the product. At last presenting the business stakeholders with the business insights.

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Product Manager and Data Scientist

2017/11 -

The Boeing Company Bengaluru

Skills: Python TensorFlow Computer Vision Deep LearningProduct ManagementNatural Language ProcessingAmazon S3Amazon EC2NoSQLAzure Cloud ServicesCloud ComputingLinux Red HatImage ProcessingHBaseHadoopData ScienceArtificial Neural NetworksArtificial IntelligenceData ModelingData IngestionAgile MethodologyAgileOne (CRM)Agile Scrum FrameworkBusiness IntelligenceBusiness IT AlignmentBusiness Process ModelingTableau BI Dashboard DevelopmentQlikViewScrum MasterWeb ScrapingUI/UXWeb CrawlingAPI DevelopmentAPI GatewayAPI integrationJavaGitLabBitbucketHiveSpark ML

Your Role and Responsibilities:

Role: Product Manager and Data Scientist

  • Responsible for setting a product vision and strategy, and own the creative process of generating, developing, and curating new ideas.
  • Prioritizing features by ranking them against the strategic goals and initiatives as per the val

Role: Product Manager and Data Scientist

  • Responsible for setting a product vision and strategy, and own the creative process of generating, developing, and curating new ideas.
  • Prioritizing features by ranking them against the strategic goals and initiatives as per the values that new features will deliver to the customers and to the business.
  • It involves planning, forecasting, marketing and production of a product. The focus is to drive new product development that are better and differentiated to create benefits and value to the customers.
  • Works closely with engineering, sales, marketing and support to ensure business case and customer satisfaction goals are met.
  • Gather technical and domain expertise to work along with the team during development phase.
  • Building end-to-end machine leaning algorithm and managing its life cycle which involves defining project objective, data collection and preparation, exploratory data analysis, feature engineering, selecting/building, training and evaluating a model, parameter tuning, interpreting and communicating the results, deploying and maintaining the model.
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Assistant Manager

2016/09 - 2017/10

Genpact Digital Noida

Skills: Deep Learning AWS Python Machine Learning Business IntelligenceHadoopkafkaSqoopHive

Your Role and Responsibilities:

Role: Project Management and Data Science

Responsibilities: Managing overall project, handling team of 5 people along with Technical contribution as a data scientist that includes working with business to understand their requirement and also suggest innovative AI solutions in the domain,

Role: Project Management and Data Science

Responsibilities: Managing overall project, handling team of 5 people along with Technical contribution as a data scientist that includes working with business to understand their requirement and also suggest innovative AI solutions in the domain, working with data Engineering team to create data pipeline, building AI algorithms and collaborating with web application team their integration into the product. At last presenting the business stakeholders with the business insights.

 

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Education

Bachelor of Engineering

2006 - 2010

Apeejay Engineering College Rohtak HARYANA


AISSCE

2004 - 2006

D.A.V Public School


CBSE

2003 - 2004

D.A.V Public School


US work authorization

Do you or will you require sponsorship for a US employment visa (e.g. H-1B)? Yes

Skills

Agile Software Development Amazon EC2 Amazon S3 Amazon Web Services API Development

Hobbies

  • Gyming
  • Driving
  • Cooking
  • Outdoor sports
  • Youtube movie making
  • Foreign culture, language and affairs

Achievements

  • Published a white paper on computer vision based flight boarding
  • Received 'Pat on the Back' award for finding business growth oriented insights
  • Awarded the best group in peer learning for Telecom in Tech Mahindra
  • Recommended for Indian Army for officer's technical entry in course SSC(T)-43
  • Cleared AFCAT exam for the Technical Officer's entry in Indian Air Force
  • Stood at 3rd & 1st position in 1st & 2nd semester, respectively in engineering

Preferred Languages

English - Fluent