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MANISH KUMARMK

MANISH KUMAR

@manish_kumar

Senior Data Scientist at HDFC Life Insurance Company Limited

Bengaluru, India

https://www.linkedin.com/in/mmm84766

HDFC Life Insurance Company LimitedPondicherry University

Manish Kumar is a Data Scientist with over 4 years of experience focusing on Machine Learning, Data Engineering, Computer Vision, and Python Programming. He specializes in developing high-quality business intelligence solutions. His expertise includes building advanced AI systems, particularly in the domain of Computer Vision and Deep Learning.

Experience

Senior Data Scientist

HDFC Life Insurance Company Limited

•Jun 2022 - Present•Bengaluru, India

As an integral part of the Computer Vision team in Data Labs, I worked on developing Computer Vision and Deep Learning based authentication systems to reduce fraudulent activities as well as make onboarding and servicing journey of customers easier.

Machine Learning Engineer

Throw No More AS

•Aug 2020 - Jun 2022•Remote

Worked as a Machine Learning Engineer, creating architecture for AI development. Responsible for managing all data Platform. Built ML model for food demand forecasting and food sales forecasting based on features like first expire first out, weather conditions, event, and holidays.

Machine Learning Engineer

Lifetime Group

•Jun 2019 - Jun 2020•Remote

Worked on an agriculture project with remote sensing data (Sentinel Hub) using Machine Learning and Computer Vision. Built models for plant-disease detection, Yield-Prediction-Using-Sentinel-Data, and calculated generic formulas like NDVI, plant height, leaf area index, chlorophyll, and soil-moisture.

Machine Learning Intern

Redcarpet Pvt Ltd

•Dec 2018 - Apr 2019•New Delhi, India

Found student details and set loan features using tools like python, postgresql, pandas, and scikit-learn.

Education

Pondicherry University

Master of Computer Applications

Jun 2016 - May 2019

Magadh University

Bachelor of Computer Applications

Jun 2013 - May 2016

Licenses & Certifications

Machine Learning Engineering for Production (MLOps) Specialization

Coursera

• No expiration

Deep Learning Specialization

Coursera

Issued: Oct 2018•Expires: Jun 2019

Data Science Specialization

Coursera

Issued: Nov 2017•Expires: Oct 2018

TensorFlow: Advanced Techniques Specialization

Coursera

• No expiration

Python for Everybody Specialization

Coursera

Issued: Mar 2018•Expires: Jul 2018

Skills

ETL
MLOps
Image Processing
Computer Vision
Recommendation System
Data Cleaning & Wrangling
C
C++
Python
R
SQL
PostgreSQL
MongoDB
Numpy
Pandas
Matplotlib
Scikit-learn
NLTK
TensorFlow
PyTorch
Keras
Flask
OpenCV
Pillow
Docker
Tableau
Kubernetes
FastAPI
Airflow
Snyk
Linux
Windows
AWS
Git
GitHub Action
GitHub Advanced Security
Databricks
Amazon SageMaker
Snowflake
Leadership
Problem solving
Communication
Collaboration
Creative Thinking