Amit Shukla
Machine Learning Engineer
Bengaluru,KA
Summary
Experienced Data Scientist and MLOps Engineer with 3 years in the industry. Proficient in developing models to generate actionable business insights from data. Skilled in collecting, analyzing, and interpreting large datasets, and deploying machine learning, deep learning, and chatbot solutions on the cloud. Actively stay updated on industry trends through reading and writing blogs and articles, and enjoy participating in hackathons and mentoring Data Science students to help them achieve their goals.
Overview
5
5
years of professional experience
6
6
years of post-secondary education
3
3
Certifications
Work History
MLOps Engineer
Kunato.ai
04.2024 - Current
- Implemented Kafka to communicate between microservices.
- Implemented Gitlab CI/CD for streamlining deployment process which reduce manual intervention by 80%
- Scaled pipeline to handle the load of 10 million articles in a day.
- Worked on creating the high level system design for the new features
- Created multiple features using Fast API for the product development
- Working on deploying ML models using Docker and Kubernetes.
- Build a pipeline for Test Suite for ML models.
- ELK setup for log monitoring and alerting purposes.
MLOps Engineer
Endovision
01.2023 - 04.2024
- Creating CI/CD Pipeline for ML models from scratch for training and reproducibility of the model.
- Created a inference pipeline using triton and Tensor RT
- Automate the whole pipeline for training the models using Gitlab CI/CD.
- Worked on Object Detection and Segmentation models.
- Worked on the Accuracy Testing framework of ML Models.
- Used YAML script to automate the pipeline.
Application Developer
MedSolu
07.2022 - 12.2022
- Worked on the backend of the application for collecting data of the users.
- Used MongoDB for storing the data of Smart Watches and analyzing it.
- Extracting information from data and connecting it with health care.
- Research on different sensors used in smartwatches.
Team Lead / POC - Vehicle Number Plate Detection System
IHA Consultant
03.2021 - 04.2021
- Analyze the stake Holder's requirement.
- Requirement gathering and analyzing data of 4000+ custom images.
- Performed Annotation and Data cleaning on custom images.
- Used OCR to fetch the number from number plate detected.
- Performed Image Processing and Build model on the image.
- Achieved accuracy of 85% after training the model.
- Unit testing the data on custom dataset.
Team Member / ECG Automatic Diagnosis
IHA Consultant
02.2021 - 03.2021
- Collected the images of ECG Reports of the patients suffering from different diseases.
- Converted ECG reports into CSV format of 12 electrode.
- Achieved accuracy of 80% after training the model.
- Deployed it using Fast API.
Team Member / Image Caption Generator
Pianalytix
09.2020 - 10.2020
- Made this for an NGO for Blind People.
- Implemented 2 architectures of RNN.
- Used VGG 16 model which uses Inception V3 model by default.
- Implemented Beam Search.
- Calculated BLEU Scores using Beam Search.
Education
B.Tech - Electronics and Communication
JSS Academy of Technical Education
Noida, India 01.2018 - 01.2022
Intermediate - undefined
Rani Laxmi Bai Memorial School
01.2016 - 01.2017
High School - undefined
Rani Laxmi Bai Memorial School
01.2014 - 01.2015
Skills
Certification
Introduction to Machine Learning - Coursera
Accomplishments
- Second runnerup in Hackathon conducted by Dockship.
- 32 rank in the competition conducted by Kaggle.
- Awarded for Coding Competition in College.
- 5 star in HackerRank.
- 3 star in Codechef.
Timeline
MLOps Engineer
Kunato.ai
04.2024 - Current
MLOps Engineer
Endovision
01.2023 - 04.2024
Application Developer
MedSolu
07.2022 - 12.2022
Team Lead / POC - Vehicle Number Plate Detection System
IHA Consultant
03.2021 - 04.2021
Team Member / ECG Automatic Diagnosis
IHA Consultant
02.2021 - 03.2021
Team Member / Image Caption Generator
Pianalytix
09.2020 - 10.2020
B.Tech - Electronics and Communication
JSS Academy of Technical Education
01.2018 - 01.2022
Intermediate - undefined
Rani Laxmi Bai Memorial School
01.2016 - 01.2017
High School - undefined
Rani Laxmi Bai Memorial School
01.2014 - 01.2015
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