Mannu Malhotra

AI Researcher

Singapore, Singapore10 yrs 9 mos experience

Highly Stable

Key Highlights

Expert in Machine Learning and Data Science.
Proven track record in developing innovative data solutions.
Strong experience in leading data science teams.

Stackforce AI infers this person is a Data Science expert with a focus on Machine Learning and NLP in the tech industry.

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Skills

Other Skills

Amazon S3AsyncCC++CSSDynamo DBElasticsearchExpress.jsGeographic Information Systems (GIS)GitGlobal Positioning System (GPS)Go (Programming Language)Google MapsHTMLHTML5

Experience

10 yrs 9 mos

Total Experience

2 yrs 1 mo

Average Tenure

2 yrs 6 mos

Current Experience

Resmed

Machine Learning

Dec 2022 – Nov 2023 · 11 mos · Singapore · Hybrid

Gojek

2 roles

Data Science team lead

Promoted

Feb 2020 – Dec 2022 · 2 yrs 10 mos · Singapore

Data Scientist

Jan 2019 – Jan 2020 · 1 yr · Singapore

Alibaba group

Data Science Intern

Jul 2018 – Sep 2018 · 2 mos · Hangzhou, Zhejiang, China

Training of graph embeddings for improved user and location profiling,
Evaluating the graph embeddings using various methods like node classification, user check-in prediction using Seq2Seq models, clustering and visualization.

National university of singapore

Graduate Student Researcher

Sep 2017 – Jun 2018 · 9 mos · Singapore

Developed a platform end to end to draw the geographical distribution of worry on Twitter data using NLP. Work included: coming up with a taxonomy from a psychological literature survey, crowdsourcing the labelling, building NLP models, developing a backend platform.

Paytm

Software Engineer

Mar 2014 – Dec 2016 · 2 yrs 9 mos · Noida Area, India · On-site

Increased the success rate by 5% by introducing message based (Pub/Sub) communication between micro-services using RabbitMQ
Decrease user churn by designing & developing a bill-payment subscription service