Pavan Kumar K
GenAI Architect | Senior Data Scientist | Python | AI/ML | GenAI • NLP • LLMs • Agentic AI •Deep Learning • MLOps • AWS • GCP • Kubernetes • TensorFlow • PyTorch • Healthcare • EdTech
- Role
- Genai-sme Lead at Wells Fargo
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Pavan Kumar K
Senior Data Scientist | AI/ML Specialist | GenAI, NLP, Deep Learning, MLOpsWith over a decade of experience building end-to-end machine learning systems, I specialize in transforming business challenges into scalable AI-powered solutions. From healthcare intelligence platforms to GenAI-driven educational tools, I’ve consistently delivered results across data-heavy environments by combining robust modeling with strategic deployment.Core Expertise:Applied ML & Deep Learning (TensorFlow, PyTorch, Keras)NLP & GenAI (LLMs, BERT, Hugging Face, RAG, Transformers)Statistical Modeling, Forecasting & Time Series (ARIMA, Prophet, LSTM)Cloud Platforms (AWS, Azure, GCP), MLOps (MLflow, Airflow, Docker, Kubernetes)Big Data Ecosystems (Spark, Hadoop, Hive, Kafka)ETL & Data Engineering (Apache Airflow, Glue, Informatica)Visualization & Storytelling (Power BI, Tableau, Seaborn)Notable Work:At Florida Blue, led the design and deployment of AI systems for fraud detection and personalized care recommendations, leveraging LLMs (AWS Bedrock, Hugging Face), NLP pipelines, and MLOps frameworks to scale across HIPAA-compliant infrastructure.At Vedantu, built real-time doubt-solving agents using RAG architectures and designed personalized learning systems using hybrid search, GRU4Rec, and matrix factorization techniques—reducing SME load by 60% across 100K+ sessions.At Quicknify, drove large-scale data migration (200TB+) to Hadoop, built NLP-based automation for unstructured text processing, and implemented metadata-driven Spark ETL pipelines to fuel business intelligence and predictive modeling.I thrive in fast-paced, mission-driven environments where AI solutions create measurable business impact. Let’s connect if you’re building something that demands deep technical rigor and scalable intelligence.
Experience
Genai-sme Lead
Oct 2025 — Present · Charlotte, NC, US
Education
Visvesvaraya Technological University
Bachelor's degree, Electronics and Communications Engineering
2011 — 2015
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