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Sridhama Prakhya's Projects

e-billboard icon e-billboard

E-Billboard is a smart and dynamic information display system. It can recognize a bystander's face and show them relevant information like their lunch menu, daily schedule, pertinent news, and more. Face recognition is done with a Haar feature-based cascade classifier using OpenCV. Ideally, the whole system is meant to run on a Raspberry Pi that is equipped with a camera module and is connected to an external display. For distributed computing, the system can also run on a server connected to a camera and relay this data back to a Raspberry Pi.

langchain-youtube-playlist-duration icon langchain-youtube-playlist-duration

Using LangChain to create a custom tool that retrieves the duration of a YouTube playlist. Same idea as https://github.com/sridhama/youtube-playlist-duration but using LLMs.

llm-rag-agent icon llm-rag-agent

Utilizes custom LangChain agents to perform Retrieval Augmented Generation (RAG) for various tasks related to financial document analysis using FinBERT and PEGASUS.

llm-sql icon llm-sql

LangChain + Streamlit web application for searching relevant offers from a SQLite database using an LLM and embeddings.

locationmate icon locationmate

LocationMate, as the name suggests, is an Android app to help find the location of your friends within a Wi-Fi-enabled campus. The app works by scanning the BSSID of the nearest access point and retrieving the respective location from a pre-populated BSSID-location database. LocationMate uses a cryptographic hash to add friends and also has privacy features for hiding your location.

nearby-zip-retriever icon nearby-zip-retriever

The Google Maps API does not provide the functionality of extracting nearby zip codes at a particular geo-location. I've devised and implemented an algorithm that fetches the user this data. The implementation uses the Haversine Formula. This algorithm is used at the back-end of BloodSync.com, as we require the list of zip codes in the vicinity.

sonic-guidance icon sonic-guidance

A system that replaces the walking stick for the visually impaired.

telugu-nlp icon telugu-nlp

Helper functions that might be useful for someone working on Telugu NLP

wormvae icon wormvae

Connectome-constrained Latent Variable Model of Whole-brain Neural Activity, ICLR 2022

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