Divyansh Singh Email & Phone Number

Seattle, Wa, Us

Gainesville, Florida, United States

• Conducted research on Virtual Analysis Networks and Explanations for Social Sensing Analysis (VANESSA) with a focus on improving team cohesion using Graph Neural Networks (GNNs).• Collaborated with ARLIS at the University of Maryland to develop Information Competition Simulation, leading the topic modeling component of the project.• Implemented keyword clustering with HDBSCAN and topic generation using open-source models (LLAMA-2, Falcon).• Employed keyBERT, yake, and sentence transformers for enhanced keyword extraction via cosine similarity, improving topic coherence.

Pune, Maharashtra, India

Working under Prof. Miller and developed an AI powered proctoring system for online exams using opencv, Dlib, YOLOv3, Darknet and Google speech-to-text.

Orange County, California, United States

Worked in collaboration of the Red Dot foundation on developing effective AI solutions to the problem of rising domestic violence in the covid pandemic.Prepared a dataset by scraping data from tweets, articles, and news reports containing domestic violence news.Built a Binary Classifier using baseline models with a f1 score of 0.88

Kanpur, Uttar Pradesh, India

Prepared a dataset of about 125,000 samples containing hate speech.Worked on a multiclass classifier using BERT,ELECTRA encoding architectures and ensembling the baselines.

Jaipur, Rajasthan

Worked on detecting emotions in hindi-english code mixed data.Collected and created the dataset of about 1500 code-mixed sentences.Trained and evaluated the dataset on baseline models such as Sub-word LSTM, Bidirectional LSTM, Naïve Bayes with character n-grams and achieved an f1 score of 0.76

Doctor Of Philosophy - Phd, Computer Science, 3.93/4.0

Master Of Science - Ms, Computer Science, 3.93/4