Hariprasath's repositories
Intel_oneAPI_Hackerearth_Predict-the-quality-of-freshwater
Build a machine model to predict whether the freshwater is safe to drink or not.Based on the measures like pH, TDS, etc.
Intel_oneAPI_Hackerearth_Target_and_Eliminate
Detect the presence of weeds and use targeted remediation techniques to remove them from fields with minimal environmental impact.
Advanced_Cricket_Tournament_Simulation
Simulate cricket matches between two teams with this command-line program.
AV-job-a-thon-november-2022
Build a machine learning/deep learning approach to forecast the total energy demand on an hourly basis for the next 3 years based on past trends.
HuggingFace-Ship-Detection
Build an object detection model to detect ships in ports using satellite imagery.
Machinehack-Data-Centric-AI-Competition-2023
Build machine learning model to predict the character of each image.
Machinehack_Intel_oneapi_hackathon_the_llm_challenge
Generate a response for the question from pre-defined text using LLM(Extracted Question-Answering(QA) Model).
Solafune_Finding_Mining_Sites
Develop a technology for detecting mining sites using images from the optical satellite Sentinel-2. Specifically, it involves classifying images that contain mining sites and those that do not.
Zindi-arm-unicef-disaster-vulnerability-challenge
Create a machine-learning algorithm that counts the number of grass-thatch, tin and other roofed houses in aerial (drone) imagery.
AV_ripikai-hackfest-unleashing-ai-potential
Develop a robust and high-performance model for classifying an image of a car into different types of damages.
AV_wns-triange-hackquest
Develope a robust and high-performance model utilizing computer vision techniques to classify images as either fraudulent or non-fraudulent within the context of insurance claims
DOCEREE_machine-learning-hackathon_round_1
Create a model that can accurately predict whether a user belongs to the HCP(Healthcare Professional) category or not. Based on server logs.
lacuna_malaria_detection_challenge
classifying malaria parasites in blood slide images.
llm-zoomcamp-02-open-source
Open sourced LLMs
llm-zoomcamp-03-vector-search
Semantic search using elasticsearch and custom search methods with text and vector. Evaluate the search results with ground truth by the metrics recall, mrr.
llm-zoomcamp-04-evaluation-monitoring
Compute the dot product and cosine similarity between the LLM-generated answers and the actual answers.
llm_zoomcamp_05_orchestration
Exploring mage hybrid framework
Machinehack-analytics-olympiad-2022
Create a machine learning model to help an insurance company understand which claims are worth rejecting and the claims which should be accepted for reimbursement.
Machinehack_analytics_olympiad_2023
Create a machine learning model to determine the likelihood of a customer defaulting on a loan based on credit history, payment behavior, and account details.
Machinehack_forecasting_solar_energy_efficiency
create a model to predict solar energy efficiency based on the measurements of various meteorological parameters over a period of time.
melanies_smoothies
This will be web version of smoothie order form
mh_google_cloud_bigquery_ltv_prediction_challenge
Build a model that can predict customers' Long Term Value (LTV).
Nnet101_Assistant
Q&A chatbot powered by a Retrieval-Augmented Generation (RAG) approach to provide answers to neural network-related questions.
Secure_Offline_RAG_System
Developing a retrieval system using semantic vector search.
Solafune_Aerosol_Optical_Depth_Estimation
Estimate AOD using Sentinel-2 data, leveraging its spectral bands and spatial resolution to improve accuracy.
Workshop_Open_Source_Data_Ingestion_RAGs_dlt
Data ingestion pipeline using dlt to load data from a REST API into LanceDB.
Zindi_Cgiar_crop_damage_classification_challenge
Crop damage classification