Mohit Agarwal

MA

Looking for a job

Mohit Agarwal

@mohitagarwal

Machine Learning Engineer in India

I have a proven track record in applied research and engineering across various domains. At my current org, I spearheaded the development of state of the art machine learning models and systems, significantly boosting user engagement and operational efficiency. My work spans multiple domains: recommendation systems, multimodal content understanding and NLP/vision, with foundations in both production and research environments. With numerous models implemented in production and research publications to my name, adds credibility to my profile. I am adaptable and can rapidly pick up new skills to drive projects to success.

Experience

Work history, roles, and key accomplishments

SH

Current

Machine Learning Engineer

Current

Aug 2021 - Present (4 years 10 months)

Developed early-stage recommender system via scalable multimodal embeddings, boosting engagement and clicks by 46% and 43%.
Also worked on content understanding and moderation, resulting in significant cost savings and improved content processing.

Machine Learning Recommender Systems Embeddings Airflow ScaNN Data Science Knowledge Graphs Python SQL PyTorch TensorFlow OpenCV NLP Git Docker GCP

RJ

Data Scientist

Reliance Jio

Aug 2019 - Aug 2021 (2 years)

Developed cross-domain recommendation platform with Knowledge Graphs, end-to-end pipeline model for ‘My City’ feature in JioNews, movie data aggregation and deduplication module, and search query classification model for Ajio.

Data Science Recommendation Systems Knowledge Graphs Pipeline Development Classification Python SQL TensorFlow Git Docker GCP

KC

Student Developer

Kodi - Google Summer of Code

May 2018 - Aug 2018 (3 months)

Developed an algorithm for detecting TV show intros/outros and an addon service for Kodi media platform integration.

Algorithm Development Python Git

CI

Research Intern

Center for Artificial Intelligence, IIIT-Delhi

Jun 2018 - Jul 2018 (1 month)

Conducted research on human deception detection at the Image Analysis and Biometrics Lab.

Research Imaging Python

Education

Degrees, certifications, and relevant coursework

Mohit hasn't added their education

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Tech stack

Software and tools used professionally

Redash

Kubernetes

Jenkins

Pandas

PySpark

MySQL

MongoDB

ArangoDB

Gmail

OpenCV

Redis

Python

Java

Go

TensorFlow

PyTorch

scikit-learn

Keras

NLTK

Grafana

Google Workspace

Git

Docker

Airflow

SQL

Hugging Face

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

78k+ USD

Social media

Job categories

Machine Learning Engineer Machine Learning Lead Machine Learning Expert Machine Learning Engineer Machine Learning Developer Machine Learning Scientist Artificial Intelligence Developer Data Scientist Lead Data Scientist

Skills

Airflow Jenkins Keras Kubernetes NLTK OpenCV Pandas PyTorch SQL TensorFlow scikit learn Data Science Python NLP Docker GCP Recommendation Systems Pytorch Lightning Hugging Face

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