Oracle OCI Certified GenAI Engineer

Hi, I am Praneeth Badanapally.
I architect intelligent AI Agents.

Master's in Data Science graduate from UMass Dartmouth specializing in Generative AI architectures, LangGraph workflows, real-time inference pipelines, and advanced algorithmic problem solving.

Praneeth Badanapally — GenAI Engineer, professional headshot
Building Tomorrow's Intelligence  ·  Today

Where Generative AI
meets Human Creativity

Agentic systems · LLM pipelines · Quantum frontiers · Cinematic storytelling.
One engineer. Infinite curiosity.

Technical Matrix

GenAI & Agentic Frameworks

LangGraph CrewAI RAG Architectures OpenAI & Hugging Face APIs Prompt Engineering MCP (Model Context Protocol)

Core Engineering & DSA

Python (Expert) C++ Development Data Structures & Algorithms FastAPI Backend Systems RESTful APIs Integration

ML, Cloud & MLOps

TensorFlow & PyTorch Docker Containerization AWS (S3, SageMaker) Oracle OCI AI Foundations Vector Databases

Productionized AI Projects

Python • FastAPI • Hugging Face • Docker

AI Message Intelligence System

Built an AI platform using Hugging Face Transformer models for real-time sentiment classification and emotion detection via NLP pipelines. Configured a clean FastAPI backend with Streamlit frontend integration[cite: 1].

Python • XGBoost • SHAP • Plotly Dash

Explainable Heart Disease Risk AI

Trained predictive machine learning variants integrated with SHAP for completely transparent and highly visual model explainability dashboard on clinical data[cite: 1].

C++ • Qt6 • Cross-Platform Desktop

SmartSort AI

A cross-platform desktop app that automatically organizes files into categorized folders by type. Built with modern C++17 and Qt6, packaged with a CI pipeline that ships native installers for Windows, macOS, and Linux on every release.

Beyond The Code

The best engineering pairs structured logic with creative problem solving. Here is how I balance algorithmic spaces with modern media production and quantum theories.

🌌 Quantum Computing Space

Deeply fascinated by structural algorithms mapped to quantum states, probabilistic computing matrix operations, and modern encryption mechanics.

💡 BACKGROUND ANIMATION HINT: The moving network across this portfolio acts as a live interactive quantum node ecosystem. Moving your cursor applies attractive magnetic forces to connection probabilities.

🎬 Narrative Layout: YouTube & Screenplay

Scene Heading: Ext. Digital Universe - Day

An engineer charts complex workflows into a clean cinematic arc.

PRANEETH (V.O.)
"Code structures logic, but narrative content builds perspective. Great platforms require clean engineering alongside engaging structure."

Leveraging screenwriting habits and narrative pacing styles to script clear, educational technical videos on YouTube, clarifying advanced topics for developers globally.

Professional Journey

Jul 2025 – Present
GenAI Engineer | Citi

Engineered multi-agent orchestration pipelines using LangGraph and OpenAI APIs to automate extraction across 100k+ unstructured financial documents monthly, replacing monolithic prompts with modular, stateful agent graphs.

Built high-concurrency FastAPI microservices utilizing Redis semantic caching, async I/O, and streaming endpoints, maintaining <300ms p99 latency under high concurrent load.

Sep 2023 – May 2025
MS in Data Science | University of Massachusetts Dartmouth

Acquired immersive graduate-level foundation in machine learning systems, deep neural architectures, and big data management systems[cite: 1].

Thoughts & Insights

Ideas I'm exploring, lessons from building AI systems, and reflections on creativity and engineering. Click any card to read the full thought.

GenAI Jul 2026
Why RAG Architectures Are the Real Unlock for Enterprise AI
Retrieval-Augmented Generation isn't just a pattern — it's the bridge that makes LLMs actually useful in production where hallucination is a dealbreaker...
Quantum Jun 2026
Quantum × GenAI: Why Every AI Engineer Should Start Paying Attention
We're still in the NISQ era, but the convergence of variational quantum circuits and ML optimization is closer than most engineers realize...
DSA May 2026
Why Strong DSA Foundations Make You a Better AI Engineer
Frameworks abstract complexity — but when your RAG pipeline has O(n²) latency, you need to know why. Algorithmic thinking is an unfair advantage...
Screenplay Apr 2026
What Screenwriting Taught Me About Writing Better Code
Scene structure, character motivation, narrative arc — these aren't just filmmaking concepts. They map surprisingly well onto API design and system architecture...

Resources & Downloads

Useful resources, notes, and code samples — freely available to download.

📄
Praneeth_Badanapally_GenAI_Resume.docx
Resume · DOCX
⬇ Download
📕
AI_Engineering_Notes_RAG_LangGraph.pdf
Study Notes · PDF  ·  Coming Soon
Coming Soon
🐍
fastapi_rag_boilerplate.py
Code Sample · PY  ·  Coming Soon
Coming Soon
⚡ Activity Feed LIVE
Shipped SmartSort AI v1.0 for Windows, macOS & Linux
Aug 2026
Deployed AI Message Intelligence System to Docker
May 2026
Enrolled in NYU Modern Screenwriting via Yellowbrick
Apr 2026
Completed SmartSort AI — C++ & Qt6 desktop app
Mar 2026
Exploring Quantum ML with IBM Qiskit circuits
Feb 2026
Earned Oracle OCI AI Foundations certification
Sep 2025
Graduated MS Data Science — UMass Dartmouth
May 2025

Certifications

📜
Coursera
Build a Data Science Web App with Streamlit and Python
Issued Aug 2022
Completed
Engineering  •  Creativity  •  Impact

Every great system starts
with a clear intention

From LangGraph agents to quantum circuits to screenplay structure —
curiosity is the only constant.

Location & Availability

Based in the US and open to the right opportunity — remote-first, hybrid, or on-site.

📍
Based In
New Bedford, MA
Massachusetts · United States 🇺🇸
🕐
Timezone
EST / UTC−5
Eastern Standard Time
💻
Work Mode
Remote-First
Hybrid & On-site welcome
✈️
Relocation
Open to It
Right role, right team
Actively Looking

Open to full-time roles in GenAI Engineering, LLM Integration, Agentic AI, and ML Backend development. Available to start immediately — let’s build something great together.

Get In Touch

Let's Build Together

Open to technical roles in Agentic AI development, Data Engineering pipelines, and backend architectural builds. Contact me via any portal below.