Abhas Kumar Sinha

I am a seasoned professional with extensive experience in NLP and Computer Vision Models. My expertise spans various advanced techniques and methodologies in the field of AI, ensuring that I stay at the forefront of technological advancements and trends. My work has encompassed numerous projects that highlight my proficiency in building, fine-tuning, and deploying cutting-edge models.

My key skills and areas of expertise include:

• NLP Models
  • Transformers
  • Fine-Tuning
  • Training
  • MTL (Multi-task Learning)
  • Alignment Problems (RLHF - Reinforcement Learning with Human Feedback)
  • GAN (Generative Adversarial Neural Networks)
  • Optimization problems (Bi-level optimization problems like DARTS)
  • NAS (Neural Architecture Search)
  • NMT (Neural Machine Translation)
  • XAI (Explainable Artificial Intelligence) in NLP
• Theoretical AGI Methods
  • AIXI/AIXI-tl

I have experience as a Machine Learning Research Engineer at the Department of AI, IIT Hyderabad, where I focused on building and training state-of-the-art Deep Learning models like Transformers, BERT, ViT, and GPT on supercomputing infrastructure. I also worked as a Subject Matter Expert Intern at Paradise EduServices, where I authored thousands of educational articles and presentations on machine learning, AI, and programming languages.

Additionally, I have freelancing experience in data engineering and analytics, where I utilized various state-of-the-art tools and techniques for data analysis and automation tasks. My diverse background and hands-on experience have equipped me with the skills necessary to tackle complex problems and deliver innovative solutions in the field of AI and Machine Learning.