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Gaurav SinghalGS

Gaurav Singhal

Senior Data Scientist with 12+ years experience

€700/day
Amsterdam, NL
8-15 years

Average response time: 1 hour

About Gaurav

Highly experienced and versatile Data Scientist with over 10 years experience managing projects and teams, architecting solutions, and publishing original, cutting-edge research. Throughout my career I worked at the intersection of computer science, statistics, and public policy. As a data scientist I uncover signals hidden in complex datasets using machine learning, mathematical modeling, and rich visualization. However as a solution architect, I seek to give data 'a voice' - letting it speak for itself - to ultimately create practical tools and applications that meaningfully empower individuals and organizations.

Most recently I was Founder & CEO of Arboreum, a fintech+AI startup bringing trade-finance to the last mile. Previously I was Lead Data Scientist at the UN World Food Programme and a Machine Learning engineer with Accenture Technology Labs. I also spent 3 years in academia first as an econometrics PhD student and then at a think tank studying global vaccine supply chains. I still actively engage in academic projects with collaborators at Oxford and Princeton. I have full-stack Python and R experience, having both turned laboratory concepts into code and pushed out production systems, and specialize in casual-ML, spatio-temporal modeling, and Bayesian methods.
  • English

    Native or bilingual

  • Italian

    Basic

Can work on-site
Amsterdam (up to 50km)

Experience

  • Arboreum
    Founder & CEO
    TECH
    March 2020 - Today (6 years and 3 months)
    Amsterdam, Netherlands
    Co-founder of a social-enterprise using swarm-intelligence, machine-learning, and blockchain to create completely decentralized credit systems, allowing individuals to assess risk, receive loans, and earn interest on savings without banks or other financial intermediaries. We are striving to create a future with not only 100% financial inclusion, but also minimal barriers to capital, empowering individuals to take their future in their own hands and seeding sustainable cycles of opportunity.
    Python R PostgreSQL Machine Learning Solidity
  • WORLD FOOD PROGRAMME
    Lead Data Scientist
    CIVIC AND SOCIAL ORGANIZATIONS
    September 2014 - September 2018 (4 years)
    Rome, Metropolitan City of Rome, Italy
    I led a team that transformed how WFP gathered, measured, and disseminated information on the food security of nations during times of war, climate shocks, and other extreme events. We devised ways to provide near real-time information on food prices, food security, and scarcity of essentials using a combination of mobile-based surveys, call-detail records, satellite imagery, and crowd-sourcing. It was and continues to be an immense challenge, comprising original research in social statistics, applied research in a multitude of mathematical modeling domains (econometrics, simulation, machine learning, etc), and building practical tools and infrastructure aimed at empowering individuals in the field.
    Python R SQL MongoDB Deep Learning Machine Learning
  • William Davidson Institute at the University of Michigan
    Junior Fellow
    RESEARCH
    August 2013 - August 2014 (1 year)
    Ann Arbor, MI, USA
    I researched and modeled vaccine and essential medicine supply chains for rural public health clinics under a grant from the Bill & Melinda Gates Foundation. I delivered two projects. The first, an impact evaluation study on mobile-phone-based inventory systems, required field data collection in the tribal areas of Arunachal Pradesh, India. The second project comprised a model and recommendation system for minimizing stockout at public health clinics in Tanzania via trans-shipment of essential medicines between neighboring clinics.
    Python R SQL Machine Learning

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Education

  • Master of Economics
    University of Michigan
    2013
    Master's Degree, Economics
  • Master of Science
    University of Michigan
    2013
    Master's Degree, Information Science

Certifications

  • Chartered Financial Analyst - Level 1
    CFA Insititute
    2009
    Financiën

Skill set (12)

Categories