Summary
Overview
Work History
Education
Skills
Certification
Key Result Areas
Previous Experience
Timeline
Generic
BHARATH REDDY

BHARATH REDDY

Bengaluru

Summary

GenAI Manager and Principal AI Architect with 18+ years of experience leading large-scale AI, ML, and cloud engineering programs across enterprise environments. Proven track record of building and managing high-performing teams to design, deploy, and scale Generative AI platforms including LLMs, RAG pipelines, Agentic AI systems, and multimodal intelligence solutions. Experienced in translating business strategy into AI roadmaps, establishing LLMOps/MLOps best practices, and delivering measurable outcomes in efficiency, cost optimization, and customer engagement. Strong leader known for stakeholder alignment, technical excellence, and driving production-grade AI systems on OCI and multi-cloud ecosystems.

Overview

19
19
years of professional experience
1
1
Certification

Work History

Senior Principal Member of Technical Staff

Oracle
01.2021 - Current

Lead Big Data Engineer

Walmart Labs
01.2018 - 01.2021

Lead Engineer

Samsung India R & D Institute
06.2014 - 01.2021

Senior Software Engineer

RSA (EMC^2) India (P)Ltd
11.2011 - 06.2014

Sr.Engineer

IBM India (P) Ltd
08.2010 - 11.2011

Senior Software Engineer

HUAWEI Technologies (p) Ltd
08.2008 - 08.2010

Engineering Assistant

TCS
09.2006 - 08.2008

Education

MTech -

Jawaharlal Nehru Technological University

BTech -

Jawaharlal Nehru Technological University

Skills

  • GenAI & LLM
  • LLM Design RAG Agentic AI
    Embeddings Vector Search Prompt Engg
    Fine-Tuning (LoRA/PEFT/DPO) Evaluation Guardrails
  • Leadership
  • Team Leadership Hiring Mentoring
    Roadmaps Program Ownership Agile
    Stakeholders Architecture Reviews Cost Control
  • LLMOps / MLOps
  • CI/CD for AI Lifecycle Mgmt Versioning
    Monitoring Drift Detection A/B Testing
    MLflow W&B Docker/K8s
  • Cloud
  • OCI GenAI ADW Data Science
    Azure AI AWS SageMaker Vertex AI
    Microservices FastAPI Terraform
  • Frameworks
  • LangChain LlamaIndex LangGraph
    PyTorch Transformers HuggingFace
    NLP Deep Learning Agents
  • Data & Storage
  • Spark Flink ADF
    Oracle DB BigQuery ETL/ELT
    Vector DBs Redis Object Storage
  • Programming
  • Python SQL Shell
    REST APIs API Design Backend Systems

Certification

  • Azure Certified Data Scientist Associate
  • Azure Certified Data Engineer Associate
  • Project Management Professional (PMP)
  • CCA Certified Spark and BigData Developer
  • Sun Certified Java Programmer (Java 1.6)
  • OCI Certified AI Foundations Associate
  • OCI Certified Infrastructure Foundations Associate

Key Result Areas

  • Architected enterprise-wide RAG assistant integrating domain knowledge base and LLM context retrieval, reducing search time by 60%.
  • Implemented automated LLMOps pipeline for fine-tuning, versioning, and rollout of domain-specific LLMs across multiple business units.
  • Led development of multi-agent RAG system enabling autonomous task planning and contextual reasoning across enterprise workflows.
  • Architected a Generative AI chatbot leveraging RAG and domain fine-tuning, driving +22% lead conversion, -35% handling time, and +40% user engagement.
  • Designed a multimodal AI platform integrating textual, numerical, and sentiment data, improving predictive accuracy by 18%, reducing latency by 25%, and automating 60% of risk assessments.
  • Optimized Azure ADF batch processing pipeline, achieving a 25% reduction in processing time and annual cost savings of $550K through advanced performance tuning.
  • Developed a vendor segmentation algorithm in Python that boosted sales and increased market share by 28%, enabling targeted go-to-market strategies.
  • Designed and implemented a reusable Data Quality Framework to assess and monitor enterprise data integrity across multiple systems.
  • Automated key operational tasks by creating Shell/Python scripts for statistical data collection, server connectivity monitoring, data loading, and auto-configuration of newly onboarded ML clients.
  • Applied advanced clustering and regression analysis to resolve vendor consolidation challenges, delivering cost savings of $3 million USD.

Previous Experience

  • Senior Principal Member of Technical Staff, Oracle, 01/21, Present
  • Lead Big Data Engineer, Walmart Labs, 01/18, 01/21
  • Position, Samsung India R & D Institute, Bangalore, 06/14, 01/18
  • Position, RSA (EMC^2) India (P)Ltd, Bangalore, 11/11, 06/14
  • Position, IBM India (P) Ltd, Bangalore, 08/10, 11/11
  • Position, HUAWEI Technologies (p) Ltd, Bangalore, 08/08, 08/10
  • Position, TCS, Bangalore, 09/06, 08/08

Timeline

Senior Principal Member of Technical Staff

Oracle
01.2021 - Current

Lead Big Data Engineer

Walmart Labs
01.2018 - 01.2021

Lead Engineer

Samsung India R & D Institute
06.2014 - 01.2021

Senior Software Engineer

RSA (EMC^2) India (P)Ltd
11.2011 - 06.2014

Sr.Engineer

IBM India (P) Ltd
08.2010 - 11.2011

Senior Software Engineer

HUAWEI Technologies (p) Ltd
08.2008 - 08.2010

Engineering Assistant

TCS
09.2006 - 08.2008

MTech -

Jawaharlal Nehru Technological University

BTech -

Jawaharlal Nehru Technological University
BHARATH REDDY