RAVITEJA

ANNAM

AI & Cloud Engineer with 7+ years of experience building scalable cloud infrastructure and deploying ML models at Truist Bank.

Currently enhancing enterprise AI systems with Generative AI and RAG pipelines, reducing costs by 35-45% through autonomous optimization.

7+
Years Experience
50+
Projects
35%
Cost Reduction
3.9
GPA at OCU

About Raviteja

AI & Cloud Engineer transforming enterprise systems with cutting-edge technology

R

My Journey

From Cloud Support to AI Innovation

I'm an AI & Cloud Engineer with a passion for bridging the gap between cutting-edge technology and real-world business impact. Currently enhancing Truist Assist, the enterprise digital assistant, by integrating advanced LLMs with existing NLP systems.

My journey spans 7+ years of progressive experience across cloud infrastructure, data engineering, and applied AI/ML solutions. I've architected RAG pipelines with LangChain + Pinecone, deployed ML models that reduced NPAs, and built fraud detection systems.

7+
Years Experience
50+
Cloud Projects
25+
AI Models
3.9
GPA at OCU

Achievements

AWS Certified AI Practitioner

Generative AI Specialization

AWS Certified Solutions Architect

Associate Level

OCU Graduate Student

MS Computer Science (AI/ML) - GPA: 3.9/4.0

Currently at Truist Bank

AI & Cloud Engineer - Charlotte, NC

Key Highlights

18% improvement in first-response accuracy at Truist
35-45% cost reduction through autonomous cloud optimization
50% effort reduction in cloud migration projects
95%+ accuracy in fraud detection models

Technical Skills

Expertise spanning cloud infrastructure, AI/ML, data engineering, and full-stack development

Cloud Platforms

Cloud Platforms

4 technologies mastered

AWS95%

EC2, S3, RDS, Redshift, SageMaker, Glue, Lambda, CloudWatch

Azure85%

OpenAI Service, Functions, AI Services

Terraform90%

Infrastructure as Code, Multi-cloud deployments

Docker88%

Containerization, Kubernetes, Microservices

Certifications & Achievements

AWS Certified AI Practitioner

Generative AI Specialization • 2024

Certified in building and deploying AI solutions using AWS services, with specialized knowledge in Generative AI applications.

AWS Certified Solutions Architect

Associate Level • 2023

Expertise in designing distributed systems on AWS, with comprehensive knowledge of cloud architecture patterns.

Experience & Education

7+ years of progressive experience in cloud infrastructure, data engineering, and AI/ML solutions

10 months

AI & Cloud Engineer

Sheffield Financial (Truist Bank)

Charlotte, North Carolina, United States (Remote)
January 2025 – Present

Enhanced Truist Assist, the enterprise digital assistant, by integrating LLMs with existing NLP systems for Truist Internal Banking Staff & Compliance Teams.

Key Achievements

18% improvement in first-response accuracy and measurable reduction in escalation rates
Architected RAG pipeline with LangChain + Pinecone for compliance documents
Designed secure data ingestion pipelines on AWS (S3, Lambda, API Gateway)
Configured CloudWatch dashboards for latency, query success, and hallucination metrics

Technologies Used

AWS (S3, Lambda, API Gateway, CloudWatch)PineconeLangChainHugging FacePythonDocker+2 more
Current Student

Master's Degree

Oklahoma City University

Oklahoma City, United States
August 2023 – May 2025
GPA: 3.9/4.0

Master of Science in Computer Science (AI/ML Specialization)

Specialized Coursework

Machine LearningDeep LearningGenerative AICloud ComputingData EngineeringDistributed SystemsNLP

Featured Projects

Innovative solutions spanning cloud infrastructure, AI/ML, and data engineering

Cloud Projects

Autonomous Cloud Cost Optimizer

An intelligent cloud cost optimization platform that uses machine learning to predict and implement cost-saving measures autonomously. The system features RAG for processing cloud innovation documents, integrated approval workflows, and automatic rollback capabilities.

35-45%
Cost Reduction
98.7%
Success Rate
<30s
Processing Time

More Projects

Cloud Projects

Autonomous Cloud Cost Optimizer

AI platform for autonomous cost savings with ML predictions. Features RAG on innovations, Slack/Teams approvals, auto-rollbacks.

View on GitHub
Generative AI

RAG-Enhanced Compliance Report Generator

Automates audit reports from regulations and logs. Features PDF ingestion, hallucination <5%, structured JSON/PDF outputs.

View on GitHub
Generative AI

Generative AI-Driven Cloud Playground

NLP-to-infrastructure platform for multi-cloud sandboxes. Features LLM builds/deploys, live Q&A bot, one-click rollbacks.

View on GitHub
Data Engineering

Real-Time Fraud Detection with GenAI

Streaming fraud scorer with synthetic anomalies. Features GPT-2 simulations, RAG explanations, Kafka/Kinesis ETL.

View on GitHub
Cloud Projects

Cross-Cloud LLM Migration Assistant

LLM/RAG for AWS→Azure/GCP IaC translation. Features pattern matching, security preservation, GitHub Actions CI/CD.

View on GitHub
Generative AI

Multi-Agent Finance Advisor

Collaborative agents for risk/budget/investment advice. Features CrewAI orchestration, RAG personalization, Monte Carlo simulations.

View on GitHub

Let's Build SomethingAmazing Together

Ready to transform your ideas into reality? I'm here to help you create innovative solutions that drive real business impact.

Connect With Me

Current Status

Available for new opportunities

Currently working remotely at Truist Bank as AI & Cloud Engineer. Open to discussing exciting projects and collaborations.

Send Message