Hi, I'm Vineetha!
I have an innate fervor for finding patterns from chaos, extracting meaning from the mundane, and making decisions using logic and critical thinking. My aspiration is to enable computers to mirror these abilities.
As a Software Engineer with over three years of expertise in Full Stack Development, I have honed my skills in both Java and JavaScript frameworks to build sophisticated web, android and distributed systems.
But that's just one hat I wear! I'm also currently immersed in the exhilarating world of Machine Learning Research. I've developed Machine Learning algorithms for denoising, SNR optimization, and arrhythmia detection in ECG signals. Beyond that, my research expands into the realm of Computer Vision, where I am pushing the boundaries in 2D and 3D object detection and tracking.
I'm always eager to explore something new and build connections. With your ideas and my skills, let's make magic happen!
Web Developer
ML/AI Developer
Android Developer
AR/VR Developer
Highlights from what I have done so far
Work Experience
Full Stack Developer
Amartya Group
- Solely developed and deployed the company’s website using Node.js, React.js, MongoDB, and AWS (S3, CloudFront, SES), managing all stages of the project from initial planning and design to maintenance.
- Effectively communicated complex technical concepts and project updates to stakeholders, ensuring clarity and alignment with business objectives.
- Implemented CI/CD and agile methodologies and performed robust testing (unit, integration, automation).
- Designed scalable AWS cloud solutions for both the company and e-commerce websites.
#node
#react
#mongodb
#fullstack
#AWS
Machine learning Research Intern
Zbeats Inc
- Developed cloud-based Machine Learning models for Arrhythmia detection in ECG signals produced from wearable Electrocardiograms using TensorFlow and signal processing frameworks
- Devised novel machine learning algorithms for signal denoising and labelling noisy segments resulting in a 60% increase in efficiency compared to the existing model.
#ml
#ai
#tensorflow
#pywavelets
#AWS
Teaching Assistant for Computer and Robot Vision
Stony Brook University
- Taught a class of 30 undergraduate students, conducted comprehensive research on diverse topics related to the subject and guided students in their research projects.
#opencv
#pytorch
#numpy
#scipy
#keras
Software Development Engineer II
PriceWaterhouseCoopers
- Developed full-stack applications for a telecom company's SaaS platform, utilizing Agile methodologies, CI/CD best practices and performing thorough unit and integration testing.
- Received 'Mountain Mover' award for developing a geolocation-integrated, advanced search using Google Maps Places API and Elasticsearch, leading to a 17% surge in conversions and a 30% boost in retention.
- Engineered REST APIs and a user dashboard using Node.js, React.js and PostgreSQL, for tracking mobile data usage and subscription validity, drastically decreasing customer inquiries on billing and data usage.
- • Identified and optimized 10+ major performance bottlenecks in backend systems, including database queries and storage solutions, substantially improving system responsiveness.
#reactjs
#postgresql
#nodejs
#expressjs
#AWS
#elasticsearch
#googlemapsapi
Software Development Intern
Cognizant Technology Solutions
- Engineered a multi-tiered document validation feature integrated with DocuSign in this Spring Boot web application, enabling verification by users of varying hierarchical roles and leveraging Spring Security to ensure confidentiality and secure access.
- Earned accolades for streamlining the UI for Electronic Health Records collection, drastically reducing their revisions and form-filling time.
#springboot
#mysql
#junit
#react
#aws
Software Engineer Intern
Avekshaa Technologies
- Pioneered enhancements for an Android application, introducing sophisticated notification and insights capabilities.
- This innovation was integral to offering in-depth analytics in the app designed to monitor Quality of Service of enterprise applications.
#java
#android
#tableau
#sqlite
Software Development Intern
Prakyath Applications Pvt Ltd
- Developed robust RESTful APIs for critical features of an Android application.
- Migrated the OAuth authentication components and performed comprehensive unit and UI testing.
#java
#retrofit
#junit
#firebase
Projects
One-stop Real Estate Marketplace
A web application developed using ExpressJS, NodeJS, ReactJS and MongoDB, integrating AWS and geolocation services that enable users to Buy, Sell and Rent Properties.
#reactjs
#mongodb
#nodejs
#expressjs
#AWS
#typescript
#cicd
Geospatial Analysis of Restaurant locations
Facilitates analysis and visualization of cuisines and venue categories providing strategic insights into prime restaurant locations and regional socio-economic shifts.
#react
#geeapi
#foursquare
#python
#googlemaps
#shortestpath
Mars Rover Imagery Explorer
An Interactive web application integrated with the Mars Rover API that facilitates users to browse, download and share astronomical images from three Mars Rover landers.
#springboot
#bootstrap
#springmvc
#junit
#thymeleaf
#hibernate
Collision Warning System in Autonomous Vehicles
Real-time obstacle position and predictive collision alerts by analysing 1) 3D Drivable Space Estimation 2) Semantic Lane Estimation 3) Semantic Segmentation-based Filtering of Incorrect Object Detection Outputs
#python
#machinelearning
#opencv
#numpy
#carla
#fastrcnn
Chemistry lab VR App in Unity
Virtual reality app in Unity simulating chemistry lab with interactions integrated with Eye Tracking, EEG and Neurofeedback. Crafted and textured 3D models and created seamless scene transitions.
#python
#machinelearning
#opencv
#numpy
#carla
#fastrcnn
Automated Attendance System
Face recognition using Computer Vision integrated with timestamps and an E2E attendance management system. Admin users have access to dashboard and can generate reports.
#python
#machinelearning
#opencv
#redis
#streamlit
#numpy
Get in touch