Sankho Roy

Deep Neural Nets(CNN,RNN,LSTM,Transformer), Deep RL(PPO,TRPO,Q-learning,policy nets, contextual multi arm bandits), Recommendation system(LSI, collaborative filtering, BM25, tfidf), Unsupervised Learning(Auto-encoders, VAE, clustering algos), Swarm Intellegence(Genetic Algorithm, PEPG, ES, CMA-ES), Extreme purpose neural nets( Neural Turing Machines, Echo State Machines, Liquid state machines, ELM), Special Purpose Neural Nets( NAC, NALU), GenAI text(LLMs), Image GenAI(Flow, Diffusion, GANs)