Sony Thomas

Machine Learning and Full Stack Engineer

Summary

Our team at MetaShot is revolutionizing AI solutions, enhancing system performance significantly. As a Full Stack Engineer, I've led efforts to reduce latency by 25% and increase system reliability, directly contributing to a 40% surge in user engagement. My education at Model Engineering College, armed with a Bachelor of Technology in Computer Science, has been the bedrock of my approach to distributed computing and attention to detail. My mission is clear: to drive innovation through applied machine learning and ensure technology serves as a bridge to a more connected, efficient world.

Experience

Machine Learning and Full Stack Engineer

August 2024 – Present

MetaShot · Bangalore Urban, Karnataka, India

Designed and implemented end-to-end AI solutions, boosting system performance by 30% and reducing latency by 25%. Utilized Cron Jobs for scheduling time-bound tasks and Azure functions for deploying serverless APIs. Developed and maintained scalable web applications using modern frameworks, resulting in a 40% increase in user engagement.

NLP and Generative AI Intern

June 2024 – September 2024

fiXit · Remote

Implemented a dense-sparse hybrid retrieval system, boosting data accuracy by 40%. Enhanced processing speed by 20% through an audio processing pipeline. Optimized Azure Open AI ChatGPT for cold call conversion, increasing accuracy from 70% to 90%.

Software Engineering Fellow

July 2024 – August 2024

Headstarter AI · San Francisco, California, United States

Building 5 AI Projects and contributing to open source communities.

SDE Intern

May 2024 – June 2024

HURUN INDIA · Remote

Developed a comprehensive internal organization application using Next.js and ReactJS to streamline company operations. Designed and implemented efficient, scalable back-end solutions with MongoDB for high performance. Collaborated with cross-functional teams to define project scope and deliver features on time.

Data Science MicroIntern

February 2024 – March 2024

IBM · Remote

Analyzed data using R and Python for data to find patterns and relations. Preprocessed data to improve the efficiency of models.

Web Developer

June 2021 – June 2023

Excel MEC · Kochi, Kerala, India

Created Web Pages for various projects at Excel using ReactJS, Firebase and in-house backend, Alfred. Boosted Website engagement to more than 1 Lakh clicks over a period of one year. Collaborated with the Continuous Integration and Continuous Development of the main website www.excelmec.org.

Frontend Developer

December 2021 – July 2023

TinkerHub MEC · Model Engineering College, Thrikkakara

Frontend Developer

November 2021 – February 2023

IEDC MEC · Model Engineering College, Thrikkakara

Writer

November 2021 – February 2023

PaperKin · Model Engineering College, Thrikkakara

Skills

Technical Skills
Machine Learning, Full Stack Development, AI Solutions

Angular, Optimization, Probability Theory

Education

Model Engineering College

June 2020 – June 2024

Bachelor of Technology - BTech in Computer Science

Certifications

Develop your Google Cloud Network
Supervised Machine Learning: Regression and Classification
ML and AI workshop
Build and run a web application with the MEAN stack on an Azure Linux virtual machine
Deploy Kubernetes Applications on Google Cloud Skill Badge