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Saurav S.

Data Scientist

Commitment
0/ 5
Competency
0/ 5
Reliability
0/ 5
  • Overall Experience: 15 Years  
  • Adaptive Algorithms:
  • Agile Software Development:
  • Algorithm Development:
  • Amazon Relational Database Service:
  • Application Lifecycle Management:
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Saurav S. 

Data Scientist

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

Time zones ready to work

  • Dubai [UTC +4]
  • New Delhi [UTC +5]
  • China (West) [UTC +6]
  • Singapore [UTC +7]
  • Hong Kong (East China) [UTC +8]

Willing to travel to client location: Yes  

About Me 

Accomplished and high performing Analytical professional with 15 years deep expertise in the application of analytics, business intelligence, data mining and statistic

Accomplished and high performing Analytical professional with 15 years deep expertise in the application of analytics, business intelligence, data mining and statistics in multiple industries and 3 years of consulting experience and 5 years of managing a team in the data science field. Creative problem solver with a unique mix of technical, business and research proficiency that lends itself to developing key strategies and solutions with significant impact on revenue and ROI. Working experience in machine learning, natural language processing and deep learning with extensive use of Python, R, SQL & Tableau.

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Portfolios

credit risk modelling

Website Link:

Role:

Planning, developing and applying cutting-edge machine learning systems and statistical modelling to extract insight from vast amounts

Planning, developing and applying cutting-edge machine learning systems and statistical modelling to extract insight from vast amounts

Skills:

Tools: Notepad++ (Win/Mac)

Job Classification

Website Link:

Role:

Contributing by research that can be applied to improve their NLP products such as Embedding Methods, Topic Modelling, Text Mining, RankingQuickly prototype ideas and solve complex problems by adopting creative approaches

Contributing by research that can be applied to improve their NLP products such as Embedding Methods, Topic Modelling, Text Mining, RankingQuickly prototype ideas and solve complex problems by adopting creative approaches

Skills:

Tools: Notepad++ (Win/Mac)

time series forecasting

Website Link:

Role:

Independently driving a project to completion and collaborating with other team members to ensure work is done correctly and quickly

Independently driving a project to completion and collaborating with other team members to ensure work is done correctly and quickly

Skills:

Tools: Notepad++ (Win/Mac)

Process Optimisation

Website Link:

Role:

Implementing machine-learning techniques

Implementing machine-learning techniques

Skills: Python

Tools: Notepad++ (Win/Mac)

Employment

Data Scientist Manager

2017/10 - 2019/09

Skills:

Your Role and Responsibilities:

JBSA is a data analytics firm that uses advanced analytics to help clients make decisions. Involved in Job Classification, MRI Services, Credit Risk projects.

 

Key Responsibilities:

  • Led team building, including hiring, development, and management

JBSA is a data analytics firm that uses advanced analytics to help clients make decisions. Involved in Job Classification, MRI Services, Credit Risk projects.

 

Key Responsibilities:

  • Led team building, including hiring, development, and management
  • Independently driving a project to completion and collaborating with other team members to ensure work is done correctly and quickly
  • Contributing by research that can be applied to improve clients NLP products such as Embedding Methods, Topic Modelling, Text Mining, RankingQuickly prototype ideas and solve complex problems by adopting creative approaches
  • Planning, developing and applying cutting-edge machine learning systems and statistical modelling to extract insight from vast amounts of text data
  • Discover and address anomalies, and ensure the robustness and reliability of these models
  • Using a broad range of internal and external data sources and alternative datasets 
  • Gathering and analyzing information, formulating and testing hypotheses and developing and communicating recommendations

 

Tools and Technologies used: Python, R, Excel, Minitab, Palisade, Tableau, NLP, CNN, DNN, TensorFlow, Keras, Pytorch, Fastai, H2O, BERT, ELMO, ULMFiT, One Sentence Encoder, Glove, Word2Vec, Name Entity Recognition, Tagging, Chunking, Dependency Parsing, Similarity, LSA, TFIDF, Dual Embedding Space Model (DESM), Topic Modelling,  Simul8, Insight Maker, Any Logic, XGBoost, LightGBM, Catboost, Stack Ensemble, reject inference, Hive, Hadoop, Spark, Sqoop, Flume, Mathematical Modelling, Linear programming, Discrete Simulation, Agent Based Modelling Simulation,optimization, objective function, constraint, GCP

 

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Consultant Data Scientist

2016/11 - 2017/08

Skills: Python

Your Role and Responsibilities:

Valiance Solutions is a data analytics firm that uses advanced analytics to build products and help clients make decisions. Involved in Insurance Risk for SME, Predictive Maintenance and Demand Forecasting projects. Key clients included Digital FinePrint, Onyx, Unilever.

 

Valiance Solutions is a data analytics firm that uses advanced analytics to build products and help clients make decisions. Involved in Insurance Risk for SME, Predictive Maintenance and Demand Forecasting projects. Key clients included Digital FinePrint, Onyx, Unilever.

 

Key Responsibilities:

  • Led a team to deliver reliable analytical services and actionable insights to clients and internal agency teams by leveraging proper tracking technologies, data mining techniques and visualization tools
  • Identify new data sources to reduce insurer risk
  • Developing algorithms and programming to efficiently go through large datasets and apply treatments, filters and conditions to the data
  • Developing code for Econometric, Statistical, Machine Learning, Deep Learning models
  • Creating meaningful data visualizations from the analytics to enable effective communication
  • Assisted in research to develop prototypes and proof of concepts
  • End-to-end implementation of client needs for econometric analyses to generate forecasts, optimizations and simulators

 

Tools and Technologies used: Python, R, Tableau, Excel, SQL, Minitab, NLP, TensorFlow, Keras, Pandas, NumPy, Seaborn, SciPy, matplotlib, scikit-learn, GBM, TSNE, Multivariate Gaussian, Autoencoder, Single-Class SVM, GRU, RNN, LSTM

 

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Education

2017 - 2018

US work authorization

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

Skills

Adaptive Algorithms Agile Software Development Algorithm Development Amazon Relational Database Service Application Lifecycle Management
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Preferred Languages

English - Fluent