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Ganesh Prasad Shivakumar

Data Scientist | Software Developer

👋 Hi there! I'm Ganesh, a graduate student from Northeastern University, Boston, MA.

📝 I'm currently working on my research, where my focus is to build Multimodal Attention Models to identify hidden features in Instagram posts. I also look forward to the prospect of converting my research into a publication once I am able to draw a conclusion.

🎓 I'm also worked as a Graduate Teaching Assistant for the Machine Learning Course at NEU, where I get to design assignments for 150+ students on Foundation Models, Generative Models, VAEs, and LLMs.

👨‍💻 I previously worked for Amazon.com, Inc (Seattle) and Amazon Robotics (Boston) as a Software Development Engineer where I have worked on Data Lakes, Data Storage and AWS tools.

📚 Before my Master's, I worked for about 6.5 years as a Senior Search Engineer in an e-commerce search provider. Here, I had the chance to demonstrate my expertise in NLP, where I built User Analytics Pipelines, trained NER models and Recommendation Engines to provide personalized search results. I also have hands-on experience in building Transformer Models for Language Translation, where I built Sequence to Sequence Attention models from scratch.

🎯 I'm actively seeking full-time/new grad opportunities within the space of Software engineering, AI/ML and Data Science. If you think i'd be a good fit to any of the open roles at your organization, please do reach out to me. Thanks!

Programming

Python
Java
C++
R Lang

Web Dev

HTML, CSS, PHP
NodeJS, ReactJS, NextJS
Redux

Cloud & Other tools

AWS, Kinesis, Kubernetes, Docker
Spark, Kafka, Prometheus, Flink
Zookeeper, Grafana

Frameworks & CI/CD Tools

TensorFlow
Keras
SciKit-Learn, Numpy, Pandas
Django, Gunicorn
Torch, Flask
dGraph, AeroSpike
Redis, Travis, Jenkins

Databases

DynamoDB, MongoDB
MySQL
Northeastern University., Boston, MA - Machine Learning Grad Teaching Assistant
2022 - Current
Amazon.com, Inc., Seattle, WA - Software development Engineer
May 2023 - Sep 2023
Amazon Robotics., Boston, MA - Software development Engineer
Jan 2023 - May 2023
Unbxd Inc., A Netcore Company., San Francisco, CA - Software Developer 2 (Search)
Nov 2017 - Dec 2021
Unbxd Inc., A Netcore Company., San Francisco, CA - Software Developer (Search)
Jan 2015 - Nov 2017

Real World Images Clustering

Multilingual Q/A - BERT Transformers

Outfit Compatibility using Bi-LSTM

Named Entity Recognition - NER

LLM Fine Tuning from HuggingFace

e-Commerce Recommendation Systems