About me
I am pursuing Master of Science program in Computer Science at the University of Southern California. I am passionate about data science and machine learning, and I have completed several online courses and certifications on Python, R, SQL, TensorFlow, and PyTorch.
As a Software Development intern at Avaya, I worked with JavaScript, TypeScript, PostgreSQL, Node.js, and REST APIs to develop and test web applications and services. I have contributed to multiple projects, such as creating a dashboard for monitoring the performance of cloud-based solutions, and integrating a chatbot with a CRM system. I have also learned how to use AWS cloud services to deploy and scale applications.
My education & experience
Master's in Computer Science AI @ University of Southern California
Los Angeles, United States
Coursework Includes: Machine Learning CSCI 567, Intro to Artificial Intelligence CSCI 561
01/2024-PresentResearch Assistant @ CDAC
Pune, India
Researched and developed machine learning models (LSTM, GRU) to predict traffic matrices on telecom datasets (Abilene,GÉANT). Evaluated multiple approaches, including complete TM, individual OD flows, and top m-OD flows with key element correction. Discovered predicting overall traffic matrix combined with key element correction balances traffic engineering performance and prediction time
07/2022 - 06/2023Software Engineer Intern @ Avaya
Pune, India
Collaborated with a team of five on Avaya Social Connections, a cloud-based social media messaging solution integrates contact centers with social business channels Facebook, Instagram, WhatsApp, and Twitter. Devised and contributed to microservices Facebook connector, contact center adaptor, etc. are built using Java, spring boot, Nodejs, typescript. Added to features Datadog metrics, monitoring, logging - feature implementation Hashing PII items, graceful shutdown for microservices, Improved security of product by solving sonar scan and Coverity scan bugs, increasing test coverage from 30% to 80%
01/2022 - 06/2022Bachelor's of Engineering @ SRM Institute of Science and Technology
Chennair, India
Major in Computer Science and Engineering with specialization in Big Data Analytics with a gpa of 9.3/10
08/2018-04/2022My projects
LLM-based Knowledge Graph Retrieval-Augmented Generation (RAG)
• Built a RAG(Generative AI) tool integrating Neo4j and OpenAI API to convert Ecommerce products customer reviews JSON into graph, enabling structured and unstructured data retrieval using entity extraction, knowledge graphs,...
- Python
- Neo4j
- LLM's
- RAG
- LangChain
- Selenium
- BeautifulSoup
- Streamlit
OCR
Led a team of 4 to build an application for Recognition of characters in structured and unstructured form using py-tesseract and CNN and OpenCV for image preprocessing and implementing it...
- Python
- OpenCV
- Tensorflow
- pyTessearact
LipReading
Implemented Lip Net, a model maps variable-length video sequences to text by utilizing spatiotemporal convolutions, a recurrent network, and connectionist temporal classification loss, trained entirely end-to-end
- Python
- Keras
- Tensorflow
Plant Traits Prediction - Kaggle
Employed ConvNeXT, Swin Transformer, and ViT models, augmented datasets, integrated crowd-sourced data, and optimized preprocessing to boost model generalization, accuracy, and performance
- Python
- Keras
- Tensorflow
My Portfolio
A fully responsive, user interactive portfolio Website hosted using vercel. Implement email service using resend in contact form
- React
- Next.js
- TypeScript
- Framer Motion
- Tailwind
- Resend
- React Email
My skills
- Machine Learning
- Computer Vision
- Python
- Tensorflow, Keras
- Pytorch
- JavaScript
- TypeScript
- React
- Next.js
- Node.js
- Git
- Tailwind
- Prisma
- MongoDB
- Redux
- Express
- PostgreSQL
Contact me
Please contact me directly at spgore@usc.edu