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PRATHAM PAYRAPP
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PRATHAM PAYRA

@prathampayra

AI engineer and data scientist at Visteon Corp. who delivered generative AI solutions with 30% efficiency gains.

India
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At Visteon Corp., I led a cross-functional team building generative AI solutions for supply chain, mechanical engineering workflows, code intelligence, and project monitoring, resulting in 30% efficiency gains. At Redbus (MMT Group), I developed ranking, forecasting, and pricing solutions that contributed to a 10% revenue uplift.

My research at Indian Statistical Institute focuses on fused deep learning for Intelligent Transportation Systems; my thesis has been submitted and is awaiting defense. I’ve also worked on RAG-based contact-center automation, AI-assisted review moderation that reduced manual effort by 35%, and systems that reduced LLM hallucinations by 60–65%.

Experience

Work history, roles, and key accomplishments

WT

Senior Data Scientist (ML, Gen-AI & MCP)

Worklife Tech

Dec 2024 - Feb 2025 (2 months)

Engineered an AI-powered customer engagement ecosystem utilizing RAG, N8N, VAPI and LUZMO, streamlining outbound contact-center operations. Orchestrated MCP-enabled LLM applications integrated with AWS, Docker and Twilio infrastructure, significantly reducing manual support dependencies.

WT

Senior Data Scientist (ML, Gen-AI & MCP)

Worklife Tech

Dec 2024 - Feb 2025 (2 months)

Engineered an AI-powered customer engagement ecosystem utilizing RAG, N8N, VAPI and LUZMO, streamlining outbound contact-center operations. Orchestrated MCP-enabled LLM applications integrated with AWS, Docker and Twilio infrastructure, significantly reducing manual support dependencies.

IBM logoIB

Senior Data Scientist (Client Engineering AI Engineer – Band 7B)

Sep 2023 - Jul 2024 (10 months)

Delivered intelligent contact-center automation platforms by combining Twilio IVR, Llama-2 and RAG architectures, shortening customer query resolution cycles. Constructed multilingual video localization and translation pipelines for sports commentary using GenAI, MoviePy, Whisper and LLM technologies. Formulated enterprise knowledge retrieval solutions utilizing Milvus, Mistral NLP and Ragatouille

IBM logoIB

Senior Data Scientist (Client Engineering AI Engineer – Band 7B)

Sep 2023 - Jul 2024 (10 months)

Delivered intelligent contact-center automation platforms by combining Twilio IVR, Llama-2 and RAG architectures, shortening customer query resolution cycles. Constructed multilingual video localization and translation pipelines for sports commentary using GenAI, MoviePy, Whisper and LLM technologies. Formulated enterprise knowledge retrieval solutions utilizing Milvus, Mistral NLP and Ragatouille

FR

Data Scientist – Independent Consultant

Freelance

Aug 2023 - Sep 2023 (1 month)

Devised a production-grade coupon exchange framework, mitigating cold-start challenges through machine learning-driven ranking and recommendation methodologies.

Redbus (MMT Group) logoRG

Data Scientist (Level C1 Senior Manager)

Redbus (MMT Group)

Aug 2018 - Aug 2023 (5 years)

Instituted personalization ranking engines using LambdaMART and Gradient Boosting models to refine user-centric search relevance. Led demand forecasting, transportation routing & dynamic pricing optimization via LSTM, network analytics and KM algorithms, contributing to 10% revenue uplift. Modernized review governance processes through AI-assisted moderation, transformer models, Naive Bayes and GP

Redbus (MMT Group) logoRG

Data Scientist (Level C1 Senior Manager)

Redbus (MMT Group)

Aug 2018 - Aug 2023 (5 years)

Instituted personalization ranking engines using LambdaMART and Gradient Boosting models to refine user-centric search relevance. Led demand forecasting, transportation routing & dynamic pricing optimization via LSTM, network analytics and KM algorithms, contributing to 10% revenue uplift. Modernized review governance processes through AI-assisted moderation, transformer models, Naive Bayes and GP

AL

Business Analyst Intern

Alumnus Software Limited

Jan 2018 - Jun 2018 (5 months)

Crafted insurance sales propensity models using Random Forest and SMOTE; uncovered high-impact campaign drivers through feature importance analytics. Produced time-series revenue forecasting solutions using Prophet and Dickey-Fuller testing.

AL

Business Analyst Intern

Alumnus Software Limited

Jan 2018 - Jun 2018 (5 months)

Crafted insurance sales propensity models using Random Forest and SMOTE; uncovered high-impact campaign drivers through feature importance analytics. Produced time-series revenue forecasting solutions using Prophet and Dickey-Fuller testing.

IP

Business Analyst Intern

ITC PSPD

May 2017 - Jul 2017 (2 months)

Diagnosed power-plant equipment failures through Statistical Quality Control (SQC) c-chart analysis for turbine and boiler systems.

IP

Business Analyst Intern

ITC PSPD

May 2017 - Jul 2017 (2 months)

Diagnosed power-plant equipment failures through Statistical Quality Control (SQC) c-chart analysis for turbine and boiler systems.

Education

Degrees, certifications, and relevant coursework

Indian Statistical Institute logoII

Indian Statistical Institute

PhD Candidate, Quality, Reliability & Operations Research

2025 -

PhD Candidate in Quality, Reliability & Operations Research. Thesis submitted; awaiting defense. Research focus: Fused Deep Learning in Intelligent Transportation Systems.

Indian Statistical Institute logoII

Indian Statistical Institute

PhD Candidate, Quality, Reliability & Operations Research

2025 -

PhD Candidate in Quality, Reliability & Operations Research. Thesis submitted; awaiting defense. Research focus: Fused Deep Learning in Intelligent Transportation Systems.

Indian Statistical Institute logoII

Indian Statistical Institute

M.Tech, Quality, Reliability & Operations Research

2016 - 2018

M.Tech in Quality, Reliability & Operations Research with specialization in Applied Statistics & Operations Research.

Jadavpur University logoJU

Jadavpur University

B.E., Power Engineering

2012 - 2016

B.E. in Power Engineering with specialization in Mechanical Engineering.

Indian Statistical Institute logoII

Indian Statistical Institute

M.Tech, Quality, Reliability & Operations Research

2016 - 2018

M.Tech in Quality, Reliability & Operations Research with specialization in Applied Statistics & Operations Research.

Jadavpur University logoJU

Jadavpur University

B.E., Power Engineering

2012 - 2016

B.E. in Power Engineering with specialization in Mechanical Engineering.

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