Manik Singhal

Product Manager

Berlin, Berlin, Germany12 yrs experience

Most Likely To SwitchHighly Stable

Key Highlights

Over 10 years of experience in machine learning and AI.
Led a team to optimize vehicle routing, saving millions.
Expert in building data-driven solutions across industries.

Stackforce AI infers this person is a Data Science expert with a strong focus on logistics and analytics.

Contact

Skills

Core Skills

Data ScienceAnalyticsSolution ArchitectureData Visualization

Other Skills

AlgorithmsBayesian ReasoningBayesian inferenceBayesian networksBusiness InsightsBusiness Intelligence (BI)CCeleryCritical ThinkingCustomer AnalysisData AnalyticsData ModelingExcelFinancial AnalysisGit

About

As a Data Science & Analytics Manager for Routing Domain at Delivery Hero, I lead a team of high-performing analysts to build machine learning, experimentation, analytics, and decision science capabilities for solving complex vehicle routing problems. With over 10 years of experience in machine learning and AI, I have successfully delivered data products that create business impact and customer value across various domains and industries. Experienced in designing solution architectures, engaging with customers, and leading cross-functional teams. I am passionate about leveraging data and technology to solve hard problems and improve lives.

Experience

Delivery hero

Manager, Data Science & Analytics

Oct 2020 – Present · 5 yrs 5 mos · Berlin, Germany

Building Data Science, Analytics, Experimentation and Decision science capabilities in highly complex domain of vehicle routing problem which has multiple moving parts with deep network effects.
Parts of the job entails:
Driving data science, analytics and experimentation strategy.
Collaborating with PM and EMs to shape the product strategy.
Discovering impactful product ideas backed with data and extensive experimentation.
Leading product discovery and designs leading to multi-million Euros in yearly savings.
Bringing intelligence & efficiency to products, visibility into systems and enabling high stake decisions
Mentoring team of high performing analysts and data scientists.

Data AnalyticsBusiness InsightsPredictive ModelingBusiness Intelligence (BI)Data VisualizationCritical Thinking+4

Actify data labs

Senior Data Scientist (Solution Architect)

Sep 2018 – Apr 2020 · 1 yr 7 mos · Bangalore

Actify Data Labs is a Data Science Products and Services company, which provides cutting edge solutions to solve business problems across domains.
Primary role is designing and deploying Data Science Solutions, while also building them ground up. Also responsible for leading teams of Data Scientist to deliver successful projects.
Worked on multiple projects which include:
Application Fraud Model for Credit Risk
Crop Yield Monitoring using Remote Sensing and GIS
Construction Detection using High Resolution Satellite Imagery
Customer Behavior and Churn Models
and multiple other

Data AnalyticsBusiness InsightsPredictive ModelingBusiness Intelligence (BI)Data VisualizationData Modeling+5

Medlife.com

Data Scientist

May 2016 – Aug 2018 · 2 yrs 3 mos · Bangalore

Myra (now Medlife) is a web and mobile app service, which delivers medicines at your doorstep in 1 hour. Having its operations on full stack model with its own warehouses to delivery, Myra is technology focused and data driven company.
Responsible for creating end to end data products from scratch, implementing analytics strategy and working cross functionally with other teams.
Developing products to increase internal operational efficiencies and improve customer experience.
Worked on solving problems such as Capacitated Vehicle Routing, Inventory Planning and Customer Profiling.

Data AnalyticsBusiness InsightsPredictive ModelingBusiness Intelligence (BI)Data VisualizationData Modeling+5

Robert bosch engineering and business solutions ltd.

Data Scientist

Aug 2013 – Apr 2016 · 2 yrs 8 mos · Bangalore

Responsible for developing new methods and implementing established data models for domain as varied as Manufacturing, Warranty, Social Media, etc,. Identifying new methods relevant to analytical business use cases for structured as well as unstructured data. Identifying Business Use Cases for data available and implementing them to gain insights.

Data AnalyticsBusiness InsightsPredictive ModelingBusiness Intelligence (BI)Data VisualizationTableau+6

Sumeru softwares

Data Analytics Intern

May 2012 – Jul 2012 · 2 mos · Bangalore

Developed a web application capable of generating customizable visualization for studying various trends related to user behavior of an internal social network.
Used GoogleCharts and JavaScripts for developing the front-end
Used python and sql for designing the backend.
Also created a sentiment analyzer application for gauging the user sentiment about various topics being discussed on the network.

Chitika inc.

Intern

May 2011 – Jul 2011 · 2 mos · Hyderabad, India

Devised a semi-supervised learning algorithm for data mining and classification of text content from more than 2 Mil. websites
Improved time efficiency and accuracy of the program to about 95%
The Software has been accepted by a world leading web ad agency for filtering websites with inappropriate content