Naveen Kumar

DevOps Engineer

Abu Dhabi, United Arab Emirates6 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Automated over 1,000 monthly operations tasks.
  • Enabled $800K+ annual revenue uplift through AI solutions.
  • Unlocked $8M+ business value with ML models.
Stackforce AI infers this person is a Senior AI/ML Manager with expertise in Fintech and Retail AI solutions.

Contact

LinkedIn

Skills

Core Skills

Ai ArchitectureStakeholder ManagementAi Product ManagementGenerative AiMachine LearningAi ConsultingData Science

Other Skills

CommunicationBusiness OwnershipAmazon Web Services (AWS)hugging facePyTorchMLOpsDeep LearningLanggraphNatural Language Processing (NLP)Python (Programming Language)Data PipelinesMicrosoft AzureLangChaindockerLarge Language Models (LLM)

About

I’m a Senior AI/ML Manager & Lead Data Architect with 8+ years of experience building enterprise-grade AI systems across GenAI, LLMs, RAG pipelines, multi-agent systems, automation, and predictive modeling. I combine AI product engineering + product management to deliver fast, scalable business impact across Retail, F&B, FinTech, and Technology domains. Key Achievements & Impact - LLM Agents & GenAI Workflows (LangChain, LangGraph, n8n) → automated 1,000+ monthly ops tasks & reduced churn by 20% - RAG Chatbots & Multi-Agent Systems (OpenAI, Claude, Llama) → improved support resolution by 40% & enabled $800K+ annual revenue uplift - ML Models (forecasting, credit scoring, recommendations, fraud detection) → unlocked $8M+ business value - LLM APIs & MLOps Pipelines (FastAPI, MLflow, Docker, AWS/Azure/GCP) → deployed scalable production-grade AI systems - Strong in stakeholder management, cross-functional delivery, AI roadmapping, and bridging business needs with technical implementation - Currently based in Dubai / Abu Dhabi (UAE), open to: AI/ML Product Manager • Data Science Manager • AI Architect • AI Director • GenAI Lead 📞 +971562399343 | +919592542092 📧 naveenkumar95925@gmail.com

Experience

6 yrs 9 mos
Total Experience
1 yr 4 mos
Average Tenure
--
Current Experience

Department of education and knowledge - adek

Specialist AI Architect

Aug 2025 – Present · 9 mos · Abu Dhabi Emirate, United Arab Emirates · On-site

Stakeholder ManagementCommunicationBusiness OwnershipAI Architecture

Watermelon ecosystem

Senior AI Product Manager

Apr 2025 – Aug 2025 · 4 mos · Dubai, United Arab Emirates · On-site

  • Designed & deployed vertical LLM agents & GenAI workflows using LangChain, LangGraph, ChatGPT, OCR, n8n, MCP → automated supplier, CRM, and finance ops.
  • Implemented A/B testing & automation pipelines → reduced customer churn by 20%.
  • Built RAG-based chatbots for business document Q&A → accelerated support resolution and boosted adoption.
  • Partnered with business, tech & data teams to define KPIs and deliver AI product roadmaps, ensuring alignment between stakeholders and product goals.
  • Impact: Enabled faster decision-making, streamlined business operations, and improved customer retention in a fast-scaling marketplace.
Amazon Web Services (AWS)hugging faceMachine LearningPyTorchMLOpsDeep Learning+29

Huloop automation

Lead AI / Data Architect

Nov 2024 – Apr 2025 · 5 mos · Noida, Uttar Pradesh, India · On-site

Machine LearningMLOpsData ScienceStakeholder ManagementPython (Programming Language)Generative AI+9

Circle k

Lead AI / Data Science Consultant

Jul 2022 – Nov 2024 · 2 yrs 4 mos · Gurugram, Haryana, India

  • Built and deployed RAG chatbots & GenAI agents (Gemini, GPT, Claude, Llama with LangChain & LangGraph) → enabled employees to query operational, retail, and sales data conversationally.
  • Developed multi-agent systems for automating store ops and insights delivery → drove $800K/year in new revenue.
  • Deployed LLM APIs via FastAPI & MLflow, fine-tuned models with LoRA/QLoRA/PEFT to adapt LLMs to business-specific use cases.
  • Collaborated cross-functionally to integrate AI into retail analytics platforms → enhanced customer insights, demand forecasting, and inventory management.
  • Impact: Increased revenue streams, improved decision speed, and transformed customer experience with AI-powered tools.
Computer SciencePyTorchData CleaningNeural NetworksTransformersMatplotlib+27

National football league (nfl)

Senior ML / Data Science Consultant

Dec 2021 – Jul 2022 · 7 mos · Gurugram, Haryana, India

  • Built recommendation engines, forecasting models & EDA/ETL pipelines using Python, SQL, PySpark, Scikit-learn, TensorFlow.
  • Delivered predictive analytics for customer demand & marketing optimization → unlocked $8M+ annual revenue impact.
  • Applied time-series models & regression techniques for supply-demand forecasting.
  • Automated data ingestion & transformation pipelines → reduced manual work by 30%.
  • Impact: Helped enterprise clients increase profitability with data-driven recommendations & forecasting.
Computer SciencePyTorchData CleaningNeural NetworksTransformersMatplotlib+28

Bristol myers squibb

Senior AI Engineer/ Data Scientist

Jun 2021 – Dec 2021 · 6 mos · Pune Division, Maharashtra, India

  • Built machine learning POCs & production-ready models in domains like NLP, CV, and fraud analytics.
  • Applied text classification & NLP models (NLTK, spaCy, Hugging Face) for sentiment analysis & intent detection in customer service.
  • Designed computer vision pipelines for document OCR & anomaly detection using TensorFlow & OpenCV.
  • Optimized ETL workflows & model deployment pipelines with Docker, Kubernetes, Azure ML.
  • Impact: Helped enterprise clients explore AI-driven automation in support, risk, and operations, contributing to faster adoption of AI services.
Computer SciencePyTorchData CleaningStakeholder ManagementData CollectionNumPy+16

Pimco

AI / ML Engineer/ Data Scientist

Jan 2020 – Jun 2021 · 1 yr 5 mos · Gurugram, Haryana, India · On-site

  • Developed credit scoring & fraud detection ML models using Scikit-learn, XGBoost, PyTorch → improved fraud detection by 15% and reduced risk exposure.
  • Built demand forecasting systems → improved forecast accuracy by 18%, supporting better inventory planning.
  • Created recommendation systems & prediction models for retail and financial clients → improved customer personalization and retention.
  • Collaborated with business stakeholders to deliver POCs for AI adoption in multiple verticals.
  • Impact: Generated $600K+ in business value by applying AI to high-priority use cases in finance & retail.
Computer SciencePyTorchData CleaningNeural NetworksStakeholder ManagementData Collection+21

Microsoft

Microsoft Student Partner

Sep 2019 – Sep 2020 · 1 yr

Computer ScienceStakeholder ManagementAnalytical SkillsTeamworkMathematicsCommunication+3

Techfest, iit bombay

Social Media Marketing Intern

Jun 2019 – May 2020 · 11 mos

MathematicsAnalytics

Edc uiet

2 roles

Organising Team Member

Mar 2019 – Jul 2019 · 4 mos

Computer ScienceAnalytical SkillsMathematicsAnalytics

Campus Ambassador

Jan 2018 – Dec 2019 · 1 yr 11 mos

Computer SciencePyTorchData CleaningNeural NetworksMatplotlibData Collection+11

Uieth, panjab university

2 roles

Student Branch Coordinator

Jan 2019 – Jan 2020 · 1 yr

MathematicsAnalytics

TPC Member

Jan 2017 – Dec 2019 · 2 yrs 11 mos

Computer ScienceAnalyticsComputer Engineering

Cetpa infotech pvt. ltd.

AI / ML Engineer / Data Scientist

Jan 2019 – Dec 2019 · 11 mos · Noida, Uttar Pradesh, India

  • Implemented Exploratory Data Analysis (EDA) over various complex data sets to generate useful insights from data.
  • Built various Customer Segmentation ( Clustering) and Regression models to predict the future behavior and actions of customers.
  • Implemented various Statistical Analysis, Data Mining and Visualization techniques to present insights to clients via reports and dashboards.
Computer ScienceAnalyticsComputer Engineering

Cognizance, iit roorkee

Student Partner

Jan 2019 – Apr 2019 · 3 mos

  • Acted as a Student Partner and worked with the Organising Committee of Cognizance, IIT Roorkee.
Analytics

Punjab engineering college

Campus Ambassador

Aug 2018 – Nov 2018 · 3 mos

Computer ScienceAnalytical SkillsAnalytics

Education

UIET Panjab University

Bachelors of Engineering — Information Technology

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