Raviteja P — AI Engineer & Builder

What I do

AI Engineer & Builder

Deep technical expertise in production AI systems, with a founder's instinct for what to build and why.

🧠

RAG & Knowledge Systems

Design and deploy retrieval-augmented pipelines for production — chunking strategy, embedding, hybrid search, reranking.

🤖

Agents & MCP

Build autonomous multi-step agents using MCP, tool use, and A2A protocols for real workflows.

🔁

LLMOps

Evals, observability, prompt versioning, cost optimization — running AI reliably in production.

🧬

Neural Networks

Fine-tuning, RLHF fundamentals, and custom model experimentation for domain-specific tasks.

🚀

Vibe Coding & Shipping

Move from idea to deployed product fast — PromptLit and Shaadi AI went from concept to live users.

🎯

Product Instinct

I pick what to build, not just how. Market sense, user intuition, and a bias toward launching.

Career

Where I've built

5+ years shipping production AI systems in enterprise environments.

Apr 2024 – Present Blue Cross Blue Shield of Alabama

Lead Agentic AI Engineer

Architected a hierarchical Manager–Worker multi-agent system for underwriting reasoning; solved 2.4M+ token context constraints via MCP tool-driven selective retrieval, cutting effective context by 65–75%.
Achieved >92% routing accuracy across domain-specialized sub-agents; improved underwriting turnaround by ~40%.
Embedded 100% HIPAA-compliant dual-layer NER PII redaction across 500K+ healthcare records; owned Kubernetes + Azure DevOps CI/CD with blue-green rollouts and centralized observability.

Multi-AgentMCPRAGPythonKubernetesHIPAA

Aug 2023 – Apr 2024 Blue Cross Blue Shield of Alabama

Data Scientist — GenAI & RAG Systems

Deployed a RAG-based policy recommendation engine serving 200+ customer support agents, reducing manual lookup time by ~35%.
Reduced retrieval latency from 3.2s → 900ms via optimized Pinecone indexing; sustained 5,000 concurrent requests at p95 < 2.5s.
Implemented guardrail enforcement layer blocking unsafe responses with >97% precision; tracked 10+ model iterations via MLflow.

RAGPineconeLangChainPySparkMLflow

Nov 2021 – Dec 2022 Infosys

Systems Engineer — Data Privacy Office

Led GDPR/CCPA DPIAs across multiple digital initiatives; cut compliance audit cycle time by 40% via Power BI automation.
Built privacy risk dashboards tracking 100+ data processing activities and embedded privacy-by-design reviews into SDLC checkpoints.

GDPRCCPAPrivacy-by-DesignPower BI

May 2020 – Oct 2021 Pantech Solutions

IoT & ML Engineer

Built real-time drowsiness detection system using Python, OpenCV, CNNs, and TensorFlow Lite achieving 93% accuracy with sub-2s alert triggering.
Deployed lightweight edge inference pipeline on Raspberry Pi with fail-safe logic for controlled vehicle stop after 12s of non-response.

Computer VisionTensorFlow LiteOpenCVEdge AI

Open to

What I'm looking for

I go deep on AI and I ship products. I'm looking for places that value both.

⚡

Applied AI Engineer

Full-time role at an AI-native startup where I own the AI layer end-to-end.

🔭

Freelance / Consulting

Short-term engagements — RAG systems, agent pipelines, LLM architecture audits.

🤝

Co-founder

The right idea with the right person. I bring AI depth and product instinct.

🌱

Founding AI Engineer

Early-stage startup where I can shape the technical direction from day one.

Raviteja
P.

AI Engineer & Builder

Where I've built

Projects that live

What I build with

What I'm looking for

Let's build something together

Raviteja P.

AI Engineer & Builder

Where I've built

Projects that live

What I build with

What I'm looking for

Let's build something together

Raviteja
P.