Prabhu Palanisamy

AI Researcher

Bengaluru, Karnataka, India18 yrs 4 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Generative and Conversational AI.
Developed first market voice-controlled thermostat.
Led AI/ML models for cyber security applications.

Stackforce AI infers this person is a specialist in AI and Cyber Security with a strong focus on voice recognition technologies.

Contact

prabhumailz@gmail.com LinkedIn

Skills

Core Skills

Generative AiLarge Language Model Fine-tuningAi/ml Model For Cyber SecurityVoice Model DevelopmentVoice RecognitionNlpSpeech TechnologyEmbedded Voice RecognitionSpeech Recognition

Other Skills

Anomaly DetectionAnomaly detectionArtificial Intelligence (AI)Audio analyticsAutomation control systemsCMUCMU SphinxCorpus collectionData AnalyticsData ModelingData ScienceData VisualizationEmbedded SystemsEmbedded systemsHuman-computer Interaction

About

16 Years experience and familiar in Generative, Conversational & Applied AI, Large Language Model(LLM), Data Science & Machine Learning, Natural Language Processing(NLP), Speech Recognition, Audio Analytics & Cyber Security using AI/ML algorithms, tools & frameworks, End-to-End product & application development. Specialist in: * Generative and Conversational AI * Large Language Model(LLM) fine-tuning * Building Pre-Trained GPT model * Retrieval Augmented Generation-RAG * Building Text2SQL, Question & Answering(QA) and Chatbot * Building LLMOps * Context awareness system development

Experience

18 yrs 4 mos

Total Experience

3 yrs

Average Tenure

6 yrs 6 mos

Current Experience

Tata communications

Principal Researcher

Dec 2019 – Present · 6 yrs 6 mos

Building Generative AI modelling & applications for business usecases, Large Language Model fine-tuning, Retrieval Augmented Generation(RAG), RAFT, LangChain, LLamaIndex, OpenAI, Prompt Engineering, vLLM, LLM evaluation, Guardrails, Responsible AI, Text to SQL, Question & Answering, Chat with Document, Embeddings, Building LLMOps, ChatBot, etc.,
Building AI/ML model for Cyber security such as Botnet detection, DDoS attack, UBEA, Anomaly detection, Conversational AI, Voice & NLP, also modelling for LLM security and more
Joint research with Harvard university

Generative AILarge Language Model fine-tuningRetrieval Augmented GenerationAI/ML model for Cyber securityPrompt Engineering

Reliance jio infocom limited

Principal Engineer - AI/CoE

Jan 2019 – Dec 2019 · 11 mos · Bangalore Urban, Karnataka, India

Building voice model for major Indian languages for Retail, Fashions and more

Voice model developmentMajor Indian languages

Honeywell technology solutions, inc.

2 roles

Lead Research Scientist

Oct 2016 – Dec 2018 · 2 yrs 2 mos

Rapid PoC development & Prototyping in Voice recognition, NLP and audio analytics using Artificial Intelligence/Machine Learning(ML) algorithm & tools.

Voice recognitionNLPAudio analyticsPrototyping

Senior Research Scientist

Jul 2013 – Oct 2016 · 3 yrs 3 mos

Part of Automation control system Global Labs for Wireless & Speech Technology
=> Developed first in market Voice Controlled thermostat.
=> SETVoice – Voice commissioning tool for TREND controller
=> EVance inspection manager for easy fire alarm installation & commissioning using embedded voice recognition on mobile app.
=> Voice controlled Digital Video Manager(DVM) for camera surveillance project
=> Embedded voice recognition for Gas detector PPE devices
=> Natural language processing(NLP) for large vocabulary continuous speech recognition system using Kaldi speech recognition tool.
=> Language model for LVCSR using CMU Sphinx statistical language modelling kit
=> Rapid PoC & Prototype development using machine learning(ML) tools

Automation control systemsSpeech technologyVoice commissioning

Harman international

Engineer, SW

Jan 2012 – Jul 2013 · 1 yr 6 mos · Bangalore

=> Developed in-vehicle infotainment embedded voice recognition engine for automotive industry for all major cars in North American market including Fiat Chrysler, Toyota
=> Developed embedded speech recognition for Harley-Davidson motorcycle
=> Integration & tuning of Nuance Vocon speech recognition(NATP)
=> Developed automation testing framework for voice recognition
=> Voice recognition PoC & prototype development
=> Natural language grammar & dialog system development
=> Published white papers and demonstrated "Technology Road Show"

Embedded voice recognitionSpeech recognitionNatural language grammar

Enterux solutions pvt. ltd.

Speech Specialist Engineer

Mar 2009 – Dec 2011 · 2 yrs 9 mos

=> Independently developed language learning platform "English Seekho". Value added Speech Recognition application for Tata Indicom telecom at 129222, went on LIVE to customers in 2009
=> MRCP Integration and Configuration
=> Experienced in IP-PBX tools Asterisk & Freeswitch

Language learning platformSpeech recognition applicationSpeech recognition

Latticebridge infotech pvt. ltd.

ASR engine Developer - R&D

Dec 2007 – Mar 2009 · 1 yr 3 mos

=> Developed speech recognition engine for Indian English and native Tamil Language
=> Speech corpus collection and annotation for Interactive Voice Response(IVR) system, Contact Center
=> Accuracy & performance tuning, configuration

Speech recognition engineCorpus collectionPerformance tuningSpeech recognition