HELLO, I'M
UPENDRA KUMAR
As a passionate Machine Learning Engineer, I thrive on creating end-to-end applications using Python, Machine Learning, Deep Learning, NLP, and Generative AI.
Professional Experience
Machine Learning Engineer, Capgemini
02/2022 - Present
As ML engineer contributing significantly to the development of end to end POC,
MVP and Project for Python, Machine Learning and Generative AI.
Learning, Deep Learning and Generative AI applications. Designed and developed a
ChatGPT like for client engineering data with different features. Utilizing Form
Recognizer to extract value from images, graphs and tabs and incorporating RAG
architecture and Azure Cognitive search.
Leveraging MLOps methodologies, various tools and Python coding best practices to
create end to end application from Data preparation to effective deployment of the
application.
Machine Learning Intern, Ineuron Intelligence Pvt. Ltd.
07/2021 - 01/2022
Spearheaded the development of a Machine Learning application at iNeuron.
Utilized Machine Learning, Deep Learning models in the development of the ML and
NLP application. Deployed the application on an EC2 instance on the AWS platform.
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Created various pipeline for ML project like Data Validation, Data Preprocessing,
Feature Engineering and Model Building using modular coding for reusability and
scalability.
Upendra Kumar
A Passionate Machine Learning Engineer @Capgemini
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Over the past three years, I have extensively utilized Data Science & Engineering methodologies to extract insights from data, engineer datasets for compatibility with algorithms and models, and develop models for various regression and classification tasks. Additionally, I have hands-on experience with Machine Learning Engineering Operations tools, frameworks, platforms, and cloud services to ensure accessibility of applications to end-users. I am proficient in industry best practices for deployment and post-deployment performance monitoring.
With a solid background in Python Programming, I am experienced in functional and modular programming, enabling me to write scalable, usable, and robust code. Understanding client requirements and designing end-to-end POCs and MVPs are among my responsibilities, which have honed my ability to determine the appropriate application of Machine Learning and when alternative approaches may be more suitable.
Education
WHAT I’VE LEARNED
2024-2025
Pursuing my Post Graduate Diploma Degree in Artificial Intelligence and Machine Learning from International Institute of Infomation Technology Bangalore
2015-2018
Completed my Bachelor of Science in Mathematics from Vinoba Bhave University Hazaribhag , Jharkhand .
Certification
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WHAT I'VE EARNED
Machine Learning Engineering for Production, DeepLearning.AI
Introduction to Machine Learning in Production
Machine Learning Data Lifecycle in Production
Machine Learning Modeling Pipelines in Production
Deploying Machine Learning Models in Production
Certification in Full-Stack Data Science at Ineuron.ai
Python | Statistics | Machine Learning | Deep Learning | NLP | Computer Vision | Data Analytics | Data Science
2013-2015
Completed my Intermediate in Science from Sardar Patel Public School Bokaro Steel City, Jharkhand .
2013
Completed my 10th Board from Sardar Patel Public School,Bokaro Steel City, Jharkhand.
Certification in Data Science Pro Degree Program at Imarticus Learning
​Data Science | Statistics Fundamental | Python For Data Science | R For Data Science | Machine Learning | SQL Programming | Data Visualization With TABLEAU | Business Analytics |
Skills & endorsements
WHAT I BRING TO THE TABLE
Currently Learning
Machine Learning Operations in Production, AWS SageMaker and Azure Machine learning
Currently Hacking On
Generative AI for Language Domain i.e Large Language Models
Awards
Got Two Times XTRAMILE Award at Capgemini
For Going Above & Beyond