Santosh Mungle

Artificial Intelligence, Data Science, Python

Moves to Paris

2 project(s)

(2 ratings)

Indicative rate €700 / day
View Santosh's experience, availability, and response rate. (Only available to registered users)

Propose a project The project will only begin when you accept Santosh's quote.

Location: Paris, France

Can work in your office at

Paris and 50km around

Project length

≤ 1 week
≤ 1 month
Between 1-3 months
Between 3-6 months
≥ 6 months

Freelancer code of conduct signed
Consult the code
Verified email

santoshmungle

5 Followers
29 Repos
2 Gists

Santosh

2005 Reputation
25 Bronze
13 Silver
1 Gold

BigData
Big Data
Hadoop
Data Science
Machine learning

Experience: 10 years of experience in 4 countries (France, United States, England, and India).

Expertise: Artificial Intelligence, Machine Learning, Natural Language Processing, Data Science, Deep Learning, Computer Vision, Big Data and Data Engineering.

Previous companies: INRIA, Cambridge University, The Boeing Company, Boston Scientific, Procter & Gamble, CVS Health, Arizona Department of Education, Prisma Media, United States Department of Transportation, University of Arizona.

I worked in a big team (30 people), small teams (5 people to 10 people), and independently to deliver a project.

I won many awards for my work. To give an 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.

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

Check out Santosh's full description

Orange SA - ORANGE

Consultant - Big Data and AI

Paris, France

October 2020 - Today

- I am working on 3 months consulting mission with Orange in Wholesale internet protocol (IP) Service engineering department to build architecture and infrastructure for large scale data-driven network monitoring solution for Orange IP network.
- I am working on technologies such as prometheus SNMP exporter, Prometheus times-series database engine, thanos time-series db, Go, Python, influxdb, timescaleDB, docker, kubernates, kubeflow, git, and linux.
- Using these technologies, I am building large scale data driven network monitoring solution that would support the large scale (0.5 million metric in 2 minutes fetching cycle) time-series metric fetched by prometheus SNMP exporter for 500 IP nodes.

DEMAIN - PRISMA MEDIA - Prisma Media

Data Scientist

Paris, France

August 2019 - December 2019

Data mining
Data curation using NLP for food and nutrition data.
Data architecture

Boston Scientific

Machine Learning Scientist

Paris, France

January 2017 - December 2018

- 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

CVS Health

Data Scientist

Phoenix, États-Unis d'Amérique

September 2013 - April 2014

Arizona Department of Education

Chief Data Architect

Phoenix, États-Unis d'Amérique

May 2014 - April 2015

► 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

Procter & Gamble

Project Lead - Analytics and Optimisation

Mumbai, Inde

June 2010 - March 2011

- 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

Entrepreneur First

Entrepreneur

Paris, France

September 2018 - January 2019

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

University of Cambridge

Research Engineer

Cambridge, Royaume-Uni

May 2015 - March 2016

- 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.

Boeing

Research Fellow

Tucson, États-Unis d'Amérique

July 2011 - June 2012

Developed simulation model and optimization based decision making support system for the analysis of aircraft design change propagation.

Inria

Visiting Researcher

Metz, France

April 2011 - July 2011

- 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

Inria

Visiting Researcher

Paris, France

September 2016 - November 2016

- Querying RDF Data
- RDF Semantic on Relational Data-based Systems

University of Arizona

Doctoral Researcher

Tucson, États-Unis d'Amérique

August 2011 - May 2013

- Completed doctoral courses .
- Attended several international conferences.
- Published 7 research papers in topics of AI, ML, optimization, and simulation.

University of Arizona

Graduate Research Assistant

Tucson, États-Unis d'Amérique

August 2011 - May 2013

- 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.

IIT Kharagpur

Machine Learning Researcher

Kharagpur, Inde

July 2008 - May 2010

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

- Developed unsupervised machine learning algorithms with application to industrial project scheduling.

- 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.

Check out Santosh's experience

Quality
Respects deadlines
Communication

Check out Santosh's reviews

Santosh Mungle

Artificial Intelligence, Data Science, Python

Location and geographical scope

Preferences

Verifications

Influence

Languages

Categories

Skills (22)

Santosh in a few words

Experience

Orange SA - ORANGE

DEMAIN - PRISMA MEDIA - Prisma Media

Boston Scientific

CVS Health

Arizona Department of Education

Procter & Gamble

Entrepreneur First

University of Cambridge

Boeing

The United States Department of Transportation

Inria

National Science Foundation

Inria

University of Arizona

University of Arizona

IIT Kharagpur

2 Malt project(s)

1 external recommendation

Education

Location and geographical scope

Preferences

Github

Stack Overflow

Languages

Santosh in a few words

Experience

Orange SA - ORANGE

DEMAIN - PRISMA MEDIA - Prisma Media

Boston Scientific

CVS Health

Arizona Department of Education

Procter & Gamble

Entrepreneur First

University of Cambridge

Boeing

The United States Department of Transportation

Inria

National Science Foundation

Inria

University of Arizona

University of Arizona

IIT Kharagpur

2 Malt project(s)

1 external recommendation

Education