Projects in Awesome Lists by igopalakrishna
A curated list of projects in awesome lists by igopalakrishna .
https://github.com/igopalakrishna/multi-modal_ai_assistant
A Python-based application utilizing OpenAI, Gradio, and other libraries for AI-driven functionalities.
Last synced: 05 Apr 2025
https://github.com/igopalakrishna/nyc-subway-foot-traffic-prediction-and-forecasting
Designed and implemented a scalable real-time analytics pipeline using Apache Kafka, Spark Structured Streaming, and MongoDB to simulate NYC MTA turnstile data and forecast real-time subway foot traffic using SparkML Random Forest models.
apache-kafka apache-spark bash big-data data-pipeline foot-traffic machine-learning mongodb nyc-mta prediction pyspark python random-forest real-time-streaming spark-sql sparkml streaming-data structured-streaming time-series-forecasting
Last synced: 18 May 2026
https://github.com/igopalakrishna/passport-login-nodejs
user Login and registration app using Node.js, Express, Passport, Mongoose, EJS and some other packages.
Last synced: 18 Aug 2025
https://github.com/igopalakrishna/resnet18-cifar10-benchmark
This repository contains various experiments using ResNet-18 on the CIFAR-10 dataset, focusing on performance optimization, data loading strategies, and training efficiency. The experiments explore different optimizers (SGD, Adam), number of workers, GPU vs. CPU performance, and PyTorch profiling.
Last synced: 15 May 2025
https://github.com/igopalakrishna/adversarial-attacks-resnet-imagenet
Deep Learning Project - Jailbreaking ResNet-34 with FGSM, PGD, Patch Attacks
Last synced: 16 Oct 2025
https://github.com/igopalakrishna/ai_knowledge_worker
A RAG-based expert Q&A agent for Insurance Tech, built with LangChain, ChromaDB, and OpenAI GPT-4o. Features vector search, Gradio UI, and Docker-ready deployment.
chatgpt chatgpt-api language llm nlp nlp-machine-learning openai plotly rag
Last synced: 03 Sep 2025
https://github.com/igopalakrishna/ai_deal_finder
AI Deal Finder is a project aimed at helping users find the best deals on various products by analyzing offers and providing recommendations. This tool uses an ensemble of agents and advanced algorithms to track, compare, and alert users about discounts on products from various online sources.
Last synced: 11 Jun 2025
https://github.com/igopalakrishna/dyt-nonorm-llms-rewild
Replacing LayerNorm with Dynamic Tanh (DyT) in DistilGPT2 + LoRA, evaluated on RE-WILD, Alpaca, and ShareGPT.
Last synced: 03 Jul 2025
https://github.com/igopalakrishna/testingrstudio
A repository that will be linked with RStudio
Last synced: 18 Jan 2026
https://github.com/igopalakrishna/forage-datacom
Forage datacom cloud computing virtual internship
Last synced: 19 Jan 2026
https://github.com/igopalakrishna/flappy-bird-clone
infamous flappy bird clone
Last synced: 12 Oct 2025
https://github.com/igopalakrishna/resnet-cifar10-classification-4.3m-params
ResNet-18 implementation for CIFAR-10 image classification using PyTorch. Trained from scratch with data augmentation, learning rate scheduling, and model evaluation. Includes training logs, visualizations, and a ready-to-use model checkpoint.
Last synced: 19 Oct 2025
https://github.com/igopalakrishna/high-perf-chatbot-torchscript
High-performance conversational AI chatbot built with PyTorch, TorchScript, and Luong attention. Optimized for fast inference, scripted for deployment, and trained on movie dialogs with hyperparameter tuning and profiling.
ai attention chatbot deep-learning deployment hyperparameter-tuning nlp pytorch seq2seq torchscript
Last synced: 29 Apr 2026