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I build production-grade LLM applications, RAG architectures, and scalable machine learning systems that turn complex data into actionable intelligence.

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About Me

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Hello, I'm Prudhvi

I am an impassioned Generative AI and Machine Learning Engineer specializing in transforming complex data into robust, scalable, and actionable architectures. My journey is deeply rooted in optimizing intelligent systems, fine-tuning Large Language Models, and deploying reliable, production-grade backends that bridge the gap between advanced research and practical applications.

Whether it's accelerating clinical trials organically or building extremely fast retrieval edge-cases, I am dedicated to engineering the future of intelligent agents with precision.

Featured Projects

A selection of my recent work in LLM platforms, AI agents, mobile apps, student products, clinical research automation, and backend engineering.

ApplyandConnect AI-powered job search platform

ApplyandConnect

An AI-powered job search operating system that combines Gemini-based resume tailoring, recruiter outreach, Gmail pipeline sync, and extension-assisted applications in one platform.

Gemini LLMs Agentic Workflows Extension AI
Visit Platform 10+ Company Users 42,000+ Recruiters
Embroidery Design Mobile App for Android

Embroidery Design Mobile App

An Android app built for an independent client to manage, showcase, and sell embroidery designs with cloud-backed catalog, image uploads, and order tracking.

Android Java/Kotlin REST APIs
Independent Client Project 2023 - 2024 End-to-End Delivery
Dormigo SuperApp - Simplifying Campus Life

Dormigo SuperApp

A student-focused super app that simplifies campus life with verified housing, peer rides, and career discovery across iOS, Android, and web.

Flutter Firebase Google Cloud
Android iOS Web
Multi-Agent Trip Planner

Multi-Agent Trip Planner

A custom, lightweight multi-agent framework orchestrating parallel and sequential AI agents for trip planning from scratch.

Python AI Agents
View Project
Clinical Trial Agent

Clinical Trial Agent

Advanced AI patient-to-trial matching system using Gemini and LangGraph. Developed to streamline clinical research recruitment.

LangChain Gemini
View Project
MobileLLM

MobileLLM 125M

Optimizing Large Language Models for resource-constrained mobile devices. Focus on architectural efficiency and quantization.

LLM PyTorch
View Project
Finance Risk Analysis

Finance Risk Analysis

GPU-accelerated financial risk modeling and Monte Carlo simulations for large-scale portfolio analysis.

CUDA Python
View Project
PCNN Shadow Removal

PCNN Shadow Removal

Pulse Coupled Neural Network implementation for advanced image processing and automated shadow detection and removal.

Computer Vision CNN
View Project
Anomaly Detection

Anomaly Detection

Robust anomaly detection framework for identifying patterns and outliers in complex datasets using machine learning.

ML Scikit-learn
View Project

Technical Toolkit

Expertise in modern AI, Cloud, and Engineering stacks.

AI & Machine Learning

Generative AI (LLMs)
LangChain / LangGraph
RAG Architectures
Deep Learning
NLP & CV

Cloud & Infrastructure

Amazon Web Services
Google Cloud Platform
Docker & K8s
Serverless (Lambda)
Vector DBs (Pinecone)

Languages & Frameworks

Python (FastAPI, PyTorch)
JavaScript / Node.js
SQL / NoSQL
Git & CI/CD
Tableau / PowerBI

Professional Journey

Building impactful AI solutions at the intersection of technology and healthcare.

MAY 2024 - PRESENT

Generative AI / ML Engineer

Caris Life Sciences

Leading the development of medical chatbot systems and AI-driven clinical workflow optimizations.

MAR 2022 - AUG 2023

Data & ML Engineer

Profound Infotech

Designed and deployed Python ETL pipelines and machine learning models for enterprise data validation.

Education

Academic foundation in Computer Engineering and Science.

Master's Degree

Master of Science in Computer Engineering

Florida Institute of Technology, Melbourne, FL, USA

Bachelor's Degree

Bachelor of Engineering in Computer Science Engineering

Teegala Krishna Reddy Engineering College

Certifications

Professional credentials and continuous learning.

AWS Certified Developer

Associate (Verification ID: AWS-ASA-XXXX)

Intro to LLMs

Google Cloud Skills Boost

Supervised ML

IBM (Regression Analysis)

Intro to Generative AI

Google Cloud Platform

Ready to build something amazing?

I'm always open to discussing new AI projects, creative collaborations, or opportunities to innovate.

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