Open to opportunities

deepu kr

@deepukr

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Technical Architect specializing in AI and NLP solutions.

India

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What I'm looking for

I am looking for opportunities that challenge my technical skills and allow me to lead innovative AI projects in a collaborative environment.

I am a seasoned Technical Architect with extensive experience in AI and NLP technologies. Currently, I lead the development of multi-Agentic systems at Zwayam-InfoEdge India, where I integrate advanced LLMs and semantic search capabilities into our products. My role involves not only technical leadership but also hands-on development, ensuring that our solutions are both innovative and effective.

Previously, I served as Head of AI at Falkenherz International, where I designed and developed an Intelligent Video Analytics Platform. My experience spans various roles, including Senior Manager at CogniCor Technologies, where I guided teams in creating language models for chatbot applications. I have a strong background in leading cross-functional teams and driving AI/ML initiatives that align with business goals.

With a solid foundation in both technical and managerial capacities, I am passionate about leveraging technology to solve complex problems and enhance user experiences. I thrive in dynamic environments where I can contribute to cutting-edge projects and foster innovation.

Experience

Work history, roles, and key accomplishments

Current

Technical Architect

Current

Zwayam-InfoEdge India

Jan 2021 - Present (4 years 5 months)

Currently creating multi-Agentic systems for the product using Autogen, Agno, CrewAI. Leading the integration of LLM (OpenAI) and opensource LLMs (GPT4All, llama2, MosaicML/MPT) with the product. Leading the integration of Semantic Search with LLM, ES and Vector databases.

AutoGen Agno Crew AI GPT4All LLaMA 2 MosaicML MPT Semantic Search Elasticsearch Vector Databases Python Celery NLP Resume Parsing Job To CV Match Engine Naukri Chatbot Azure AWS DevOps

Head of AI

Falkenherz International

Sep 2019 - Dec 2020 (1 year 3 months)

Reported to CEO and helped with product design, development, scopes, and roadmaps. Performed single-handed engineering and development of an Intelligent Video Analytics Platform using NVIDIA (Jetson and Deepstream) technologies. Created deep learning models for Automatic Number Plate Recognition (ANPR), Face Recognition, and Weapon Detection for a POC towards Dubai Police Patrol Vehicle.

Product Design Product Development NVIDIA Jetson Nvidia DeepStream Deep Learning ANPR Face Recognition Weapon Detection AI ML Team Building

Senior Manager-AI

CogniCor Technologies

Jun 2019 - Sep 2019 (3 months)

Led two teams of AI researchers and engineers (one Indian Team and one Spain Team). Guided the NLP team in developing Language models for Chatbot/CUI products. Guided the AI/ML Team with the development of using graph databases to create semantic hypergraph which helps to combine symbolic AI and statistical and connectionist ML models.

AI Research NLP Language Models Chatbot Semantic Hypergraph Symbolic AI Connectionist ML

Research Head (R & D)

Mobme Wireless Solutions

Dec 2016 - Jun 2019 (2 years 6 months)

Led Technical Owners to integrate AI/ML modules specifically text analytics to SaaS based products in finance (BFSI) and telecom domains. Led research towards NLP/NLU/NLG for chatbots/CUI, opinion mining or sentiment analysis using scalable statistical modelling and deeplearning modelling. Led research towards cognitive intelligence for chatbots/CUI using a combination of deeplearning and knowledg

Senior Product Manager

Talview

Jan 2013 - Nov 2016 (3 years 10 months)

Led Multimedia backend team and DevOps team. Designed and Developed video recording, trans-coding, and publishing systems. Implemented Live conferencing platform (Adobe Flash (BigBlueButton), WebRTC (Kurento Media Server)).

DevOps Publishing Systems RED5 FFMPEG Python KMS BigBlueButton WebRTC Kurento Media Server AWS NLTK Gensim Virtualization OVirt Red5

Research Guide

Hash Labs

Jan 2011 - Dec 2013 (2 years 11 months)

Provided research guidance for Computer Science Masters Students in the field of Cyber Security, Machine Learning, Cloud Computing, and Big Data Technologies. Deployed and provided training in Cloud Computing Technologies (Eucalyptus, OpenStack, Open Nebula) in various Engineering Colleges in Kerala. Conducted intermediate level penetration testing, ML/NLP and BigData workshops in various engineer

Research Guidance Machine Learning Cloud Computing Big Data Technologies Eucalyptus OpenStack Penetration Testing NLP Big Data

Technical Head & Co-founder

Hash Solutions

Jan 2009 - Dec 2013 (4 years 11 months)

Designed and Developed a centralized digital surveillance and signage Solution for Muthoot Finance. Developed GPS Tracking Solution (Hardware and SaaS application). Implemented different Infrastructure Projects (Networking, Firewall, Server) in Cochin and abroad.

GPS Hardware Development SaaS Networking Firewalls

Embedded Systems Engineer

Kites Softwares PVT LTD

Jan 2007 - Dec 2008 (1 year 11 months)

Involved in the product design of automatic speed breaker. Designed and Developed GPS hardware and software. Designed and Developed Data Acquisition systems for online power generators.

Product Design Automatic Speed Breaker GPS Data Acquisition Systems Embedded Systems

Education

Degrees, certifications, and relevant coursework

Model Engineering College

B.Tech ECE, Electronics and Communication Engineering

Completed a Bachelor of Technology in Electronics and Communication Engineering. Also completed Physical Science (Electronics and CS – Equivalent to Diploma) from Model Technical Higher Secondary (MTHSS – IHRD Kaloor).