Deepu K R Email & Phone Number

Currently working on integrating OpenAI LLM and opensouce LLM(GPT4All,MPT) with the product. Also working on integrating Semantic Search with LLMs and vector databases. Have 5 years of experience in creating applications in the intersection of ML, NLP/NLU/NLG, chatbot/CUI, text analytics, deep learning & knowledge graphs, and 1 year of experience in developing CV applications on Edge devices(NVIDIA JETSON) using Nvidia Deepstream SDK. I frequently update myself with the R&D happening in both academics and industry in the AI/ML space. I am also an AI enthusiast trying to understand intelligence in all possible dimensions.My exciting works in LLM and Semantic Search are* Use LLM embeddings along with ES for Semantic Search using Langchain(python and Java)* Integrate ChatGPT, GPT4ALL, and MPT models for different use cases in the HR domainMy exciting works in CV using NVIDIA Deepstream SDK are* ANPR,Face Recognition,Weapon Detection* Custom object DetectionMy Recent exciting works in NLP/NLU/NLG space are* Representing semantic features from text like SRL,dependency & constituency parsing in hypergraphs for semantic level querying and NLG.* Intent Recognition & slot filling using RNN, LSTM, Bi-LSTM neural architecture for chatbot* Semantical Conversation Dialog flow system using knowledge graphs & opensource KB like conceptnet,FrameNet,framebase, etc.* Developed an architecture for chatbot using a combination of different technologies like Knowledge Graph, Graph embeddings,Graph DBs, opensource Knowledge Bases, and deep learning techniques.It performs well for QA(question answering) and goal based & closed domain chatbot systems. * ABSA for customer feedback data.My most exciting works at the Talview were* Back-end systems for audio/video conferencing, video recording, transcoding & publishing.* Developed NLP systems(topic modeling & sentiment analysis) in candidate data.* Implemented a scale-able system to record video of user activity in an online virtual guest operating system which can be accessed using the web(HTML5)(RHEV/overt).* Devops & Cloud Architect(AWS, Azure, IBM SoftLayer) for all the above-mentioned systemsTechnical Head @ service Start-up Hash Solutions. Co-founder @ Hash solutions & Hash Labs. My most exciting work at Hash Solutions and Hash Labs were,* Digital surveillance and signage in a single box solution* GPS HW & SW* IT Infrastructure Architect involving Networking, Firewall, Servers, VMs.

Listed skills include Leadership, Firewalls, Cognitive Computing, Research And Development, and 45 others.