GENerative ai Models
Label, train, fine-tune, and scale LLM with production data
machine translation
video activity recognition
name entity recognition
Speech recognition
Music Generation
dna sequence analysis
GEN AI
LLM for narrative detection in social media, news, blogs, etc. using NLP, graph science, and clustering algorithms
Fraud detection
Outlier prediction and fraud detection using anomaly detection and Gaussian distribution
Recommenders
Movie/music recommendation using content-based algorithm for user rating and collaborative filtering for genre and user rating predictions
image recognition
Hand-written digits recognition using regularized multi-class logistic regression classifiers and advanced optimization algorithm
COMPUTER VISIOn
Face recognition using K-means clustering and PCA for dimensionality reduction
spam detection
Email spam classifier using SVM with Gaussian kernel
CANCER PREDICTION
Malignant tumor prediction using multi-class classification with regularization model
REAL ESTATE predictors
House price prediction using multivariate linear regression with gradient descent model and normal equation model
NLP/network graph
Trending topics detection in social posts, using NLP, graph science, and clustering model
QA prediction
Prediction on microchips QA defects based on test scores using binary classification model with feature mapping to create higher-dimension features vector to avoid underfitting, and regularization to avoid overfitting
image detection
Hand-written numbers recognition using regularized Convolutional Neural Network model
advanced optimization
Advanced ML model to predict if students will get admitted to a university based on admission scores using regularized logistic regression with advanced optimization algorithm