Monika P

Results-driven Machine Learning Engineer with 2+ years of experience in Deep Learning and Computer Vision. Passionate about AI/ML technologies, particularly in Machine Translation and NLP. Skilled in optimizing and deploying models in production, and seeking to contribute my skills and enthusiasm to a progressive organization for continued growth and new challenges.

Role
Machine Learning Engineer
Years of Experience
5 years

Skillsets

AI - 3 Years
Computer Vision - 3 Years
Data preprocessing
Deep Learning - 3 Years
Python - 3 Years
Git - 3 Years
PyTorch - 3 Years
TensorFlow - 3 Years
NLP - 3 Years

Professional Summary

5Years

Jan, 2025 - Present1 yr 6 months
Computer Vision Engineer
iHub-Data, IIIT Hyderabad
Dec, 2021 - Nov, 20242 yr 11 months
System Engineer
Tata Consultancy Services
Feb, 2021 - Dec, 2021 10 months
Tron Associate
Amazon

Applications & Tools Known

Python
LabelImg
PyTorch
Keras
Matplotlib
Git
OpenCV
Faster R-CNN
NumPy
Pandas
Google Cloud Platform
Azure

Work History

5Years

Computer Vision Engineer

iHub-Data, IIIT Hyderabad

Jan, 2025 - Present1 yr 6 months

Machine Learning

Image Processing

Computer Vision

Natural Language Processing (NLP)

Python (Programming Language)

System Engineer

Tata Consultancy Services

Dec, 2021 - Nov, 20242 yr 11 months

Developed and fine-tuned computer vision models for data extraction and analysis from images. Worked with machine learning frameworks and optimized models for production.

Tron Associate

Amazon

Feb, 2021 - Dec, 2021 10 months

As a TRON associate I need to watch the video of the stowing activity in a fulfillment center, understand it thoroughly and make best use of the human judgement and available resources to indicate the activity captured in the video. They are expected to verify /mark the location of product through a tool while maintaining highest level of accuracy. This process helps in maintaining stow quality at the fulfilment center. This is an operational role.

Achievements

Developed and fine-tuned computer vision models using OpenCV, YOLOv5, and OCR technologies
Fine-tuned pre-trained models with custom training for enhanced barcode detection accuracy
Optimized and deployed deep learning models for image classification, object detection, and OCR tasks
Implemented image processing algorithms for improved data quality and operational efficiency

Education

B.E. in Computer Science and Engineering
RL Jalappa Institute of Technology (2020)