Santosh Mungle

Machine Learning and Big Data Scientist

Paris, France

  • 48.8546
  • 2.3477
Super Malter
  • Indicative rate €700 / day
  • Experience 7+ years
  • Response rate 100%
  • Response time 4h
Propose a project

Confirmed availability

Part time, 3 days a week

Verifications

Influence

Stack Overflow

Stack Overflow : Santosh Santosh
  • 1858 Reputation
  • 20 Bronze
  • 10 Silver
  • 1 Gold

Find out what Santosh is looking for

Work location
Can do a full mission at the client office
Skills
Looks for missions in Data science, Machine learning, Big Data, NLP
Project length
Looks for missions ≤ 1 week, ≤ 1 month, Between 1-3 months

Santosh in a few words

I have 10 years of industry experience in field of Machine Learning, Natural Language Processing, Artificial Intelligence and Data Science.

My experience is very international having worked in the USA, UK, India, and France. During my 10 years experience with industries, I worked in big team (30 people), small teams (5 people to 10 people), and independently to deliver a project. I was also a manager and project leader to deliver the project successfully contributing to the growth of the business.

I won many awards during my work with industries and academia. For example, for my last work with Boston Scientific, I received an annual innovation award which is given to only 20 people out of 29000 employees of Boston Scientific.

I also published many research papers in international journals, and prestigious conferences in the world.

Experience

August 2019 - December 2019

DEMAIN - PRISMA MEDIA

Data Scientist

Data mining
Data curation using NLP
Data architecture
January 2017 - December 2018 | Paris, France

High Tech

Boston Scientific

Machine Learning Scientist

- Received ImagineIF award from Boston Scientific for my work on machine learning.
- NLP for a large scale social media analytics.
- Developed several Machine Learning algorithms for analyzing a large scale data
- Developed NLP algotithms such as Sentimental Analysis, Fuzzy Matching, Sensitivity Analysis, Topic Modeling, Entity Recognition etc
September 2013 - April 2014 | Phoenix, États-Unis d'Amérique

High Tech

CVS Health

Data Scientist

- I was a member of large Statistical analysis team.
- I developed and deployed many statistical algorithms to analyze healthcare claim eligibility.
- I conducted peer review of many statistical algorithms and codes that were developed in the statistics team.
May 2014 - April 2015 | Phoenix, États-Unis d'Amérique

High Tech

Arizona Department of Education

Chief Data Architect

► I was in charge to develop new database architecture and data storage systems.

►I have guided and mentored application development teams by creating effective database designs
from business requirements using best practices modeling techniques.

►I also guided several analysts and database developers for data migration and data transformation
work
June 2010 - March 2011 | Mumbai, Inde

High Tech

Procter & Gamble

Project Lead - Analytics and Optimisation

- Headed and managed a big data and analytical project to enhance and optimize logistics operation in India.

- Guided the team to develop an analytical solution and software to resolve day-to-day logistics decision making.

- Analyzed logistics data to devise the new logistics strategy particularly for loading and unloading of capacitated trucks and vehicle routing.

- Developed a novel heuristic approach to determine optimum logistics cost.

- Worked with senior managers and director to understand and gather requirements for successful implementation of business application
September 2018 - January 2019 | Paris, France

High Tech

Entrepreneur First

Entrepreneur

Entrepreneur First brings together extraordinary people to build startups in London, Singapore, Berlin, Hong Kong, and Paris. EF funds individual and help build co-founding teams, develop ideas, and accelerate through fundraising from the world's best investors.

EF have built over 150 companies, have over 1000 alumni worldwide. EF's major exits to date include Magic Pony, led by Bishop Rob and Zehan Wang, which was acquired by Twitter for a reported $ 150m only 18 months after the founders puts on the EF program.

For more information about Entrepreneur First, check out: www.joinef.com
May 2015 - March 2016 | Cambridge, Royaume-Uni

High Tech

University of Cambridge

Research Engineer

- I was part of a large research project in computer laboratory at Cambridge University
- I worked on Semantic analysis for data validation
- I built several statistical models for analyzing public procurement data.
August 2011 - May 2013 | Tucson, États-Unis d'Amérique

High Tech

University of Arizona

Doctoral Researcher

- Completed doctoral courses .
- Attended several international conferences.
- Published 7 research papers in topics of AI, ML, optimization, and simulation.
April 2011 - July 2011 | Metz, France

High Tech

Inria

Visiting Researcher

- Developed computationally efficient machine learning and optimization techniques to solve large scale project scheduling problem.

- Developed optimization heuristics algorithm to solve computationally hard problem especially NP-Hard problems.

- Member of the international conferences organized by The French Institute for Research in
Computer Science and Automation in Metz city of France.

- I was also involved in a distributed computing project led by the director of The French Institute for Research in Computer Science and Automation Metz office
September 2016 - November 2016 | Paris, France

High Tech

Inria

Visiting Researcher

- Querying RDF Data
- RDF Semantic on Relational Data-based Systems
August 2011 - May 2013 | Tucson, États-Unis d'Amérique

High Tech

University of Arizona

Graduate Research Assistant

- Led the graduate class team to develop automated shop floor control system.

- Developed simulation model and optimization based decision making support system for the analysis of aircraft design change propagation. This project was funded by The Boeing Company, USA.

- Developed and implemented Agent-based simulation modeling system to model a hazmat drivers route choice problem and behavior. This work was funded by Federal Department of Transportation, USA.

- Built multi-criteria decision making support system for modeling dual-toll pricing policy for regulating hazardous material transportation. This work was funded by National Science Foundation, USA.
July 2008 - May 2010 | Kharagpur, Inde

High Tech

IIT Kharagpur

Graduate Research Assistant

- Conducted research on optimizing outbound logistics network design for a manufacturing supply chain using optimization heuristics.

- Developed optimization algorithms to optimize distribution network for manufacturing supply chain.

- Developed a time series forecasting algorithm involving temporal association rules, associated clustering, and ARIMA for stock prediction and flood forecasting.

2 Malt project(s)

Client satisfaction on Malt : 4.58/5 (2 ratings)

Sophie - DEMAIN - PRISMA MEDIA

08/01/20

Smart and creative, always try to find the acurate solution.

Tristan Agaësse - Sentium AI

12/3/2019

J'ai collaboré avec Santosh lors d'une mission pour une grande entreprise. Nous étions chargés de concevoir et d'implémenter les bases de données d'une application Big Data. Santosh a relevé les défis techniques avec une expertise et une intelligence dépassant les attentes. Il a une grande expérience des technologies de data science. Ses qualités humaines en font un collègue agréable et de confiance. Je retravaillerais avec plaisir avec lui.

Education

  • Doctoral Candidate

    University of Arizona

    2013

    Systems and Industrial Engineering, Algorithms, Optimisation, Machine Learning, AI.

  • Master of Science

    University of Arizona

    2013

    Systems Engineering, Machine Learning, Engineering Statistics

  • Master of Technology

    Indian Institute of Technology (IIT) Kharagpur

    2010

    Machine Learning, Optimization, Engineering Management.

  • Bachelor of Engineering

    Amravati University

    2007

    Mathematics, Engineering Mechanics, Structural Engineering.

Languages

  • Anglais

    Native or bilingual

charter modal image

Success is a team effort

Contribute to this success and the community's professionalism by signing the Freelancer Code of conduct

Sign the code