Anant Singh

Co Founder at Querify and an experienced Data Scientist with a strong passion for exploring the potential of Language Models (LLMs) and Vision Transformers (ViTs). As a recent graduate from NYU with a Master's degree in Computer Engineering, I am eager to contribute my expertise in a dynamic and collaborative work environment where I can tackle challenging tasks head-on. I bring a wealth of skills to leverage in delivering impactful solutions. I have been actively involved in impactful research projects throughout my academic journey. Notably, I undertook a project that delved into assessing the personality traits of large language models, including GPTNeo, GPTNeoX, GPT-2, and OPT. Furthermore, I am currently engaged in research projects focusing on the text to SQL capabilities of various Large Language Models, including LLaMA, Chat-GPT, GPT-3, and GPT-4. In addition, I have expanded my work to speech models such as HUBERT, Wav2Vec, and Whisper, as I work towards the development of a cutting-edge Multilingual Speech Emotion Recognition System. I have experience running and handling large models up to 66 Billion parameters on distributed cloud and SLURM systems. With a solid foundation in Natural Language Processing, Machine Learning, and Deep Learning, I possess a diverse skill set that includes High Performance Machine Learning, Data Visualization, and Problem Solving. I am proficient in Python, C, SQL, and have hands-on experience with key libraries such as PyTorch, TensorFlow, NumPy, and Pandas. I have also worked extensively with AWS, Docker, Git, and Linux. During my tenure as a Data Science Research Intern at HERE Technologies, I worked with ViTs based models and developed a synthetic data generation pipeline to overcome data scarcity to train such models for perception tasks with a huge number of classes. Additionally, my experience includes developing and deploying multistage models for Detection and Classification, where I optimized their performance on satellite imagery using super resolution techniques using GANs. If you are seeking a highly skilled Data Scientist with a passion for innovation and a track record of delivering impactful solutions, I invite you to connect. Let's explore how we can drive success and make a difference together.