Balakumaran M
Machine Learning Software Engineer
Banglore
Summary
ML Engineer with more than 2 years of experience, specializing in Various Deep Learning Architecture mainly on Computer Vision and Natural Language Processing. Experienced with Creating machine learning and deep learning models, Transfer learning, Inference Engines to give AI Business Solutions. Have profound knowledge on OOP's, AI Libraries, Docker, Flask, Linux, Cloud and Kubernetes .
Overview
2
2
years of professional experience
Work History
Product Engineer
Vijna-Labs
Bangalore
01.2023 - Current
- Developed and implemented AI-powered solutions to automate lockbox banking services for stubs, checks, and checklists
- Automated the First Notice of Loss insurance claim process for roof top damages using AI
Associate AI Research Engineer
Pavo & Tusker Innovations
Chennai
08.2021 - 12.2022
- Build, tested, and deployed in the cloud, a no-code end-to-end pipeline for the image classification, object detection, instance & semantic segmentation models .
- Build 5+ Engines in Kandula.ai : Image super-resolution using a GAN-based model, Image Denoising engine using a pre-trained U-Net-based model.
- Created a real-time bounding box to instance segmentation engine using a fully-convolutional model.
- Let a team of engineers in the development and deployment of AI based design for planogram tracking of sku's by an end to end SOTA unsupervised approach which incudes object detection, unsupervised clustering, text detection, vector search models .
Education
M.Tech - Aerospace Engineering
07.2019 - 2021.07
B.E - Aeronautical Engineering
06.2015 - 2019.06
Skills
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Certificated and Courses
Had completed multiple courses from MIT OpenCourseWare :
- MIT 18.06 Linear Algebra by Professor Gilbert Strang
- MIT 6.006 Introduction to Algorithms
- MIT 6.042J Mathematics for Computer Science
- MIT 6.002 Introduction to Artificial Intelligence
Data Structures and Algorithm - GeeksForGeeks
Artificial Intelligence A-Z 2023: Build an AI with ChatGPT4 - Udemy
Python Data Structures - University of Michigan
Accomplishments
Secured 151 Rank in GATE and got IIT Kharagpur
District First and Division Second on Triple Jump Event
Timeline
Product Engineer - Vijna-Labs
01.2023 - Current
Associate AI Research Engineer - Pavo & Tusker Innovations
08.2021 - 12.2022
Indian Institute of Technology - M.Tech, Aerospace Engineering
07.2019 - 2021.07
Anna University - B.E, Aeronautical Engineering
06.2015 - 2019.06
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