Hi, I'm Rohan Loganathan Reddy
ML/AI Engineer | AI Cloud Engineer | 2x AWS Certified | AI/ML & GenAI Innovator
Architecting Generative AI & Cloud Platforms
AI Cloud Engineer specializing in end-to-end AWS platforms, LLM applications, and MLOps. Proven ability to bridge scalable infrastructure with cutting-edge machine learning systems.
Background
With industry experience at Oracle and Fipsar, I bring a unique blend of cloud-native engineering and applied AI. I’ve deployed LLM-based platforms, implemented generative AI search tools, and architected multi-stage AWS environments from scratch.
I hold multiple AWS certifications and hold academic experience as a Reinforcement Learning TA. My projects like AutoMeet and ResumeLens tackle real-world inefficiencies through practical GenAI, vector DBs, and serverless architectures.
AI & Machine Learning
Cloud & MLOps
Programming & Frameworks
Data Engineering & Infra
Featured Projects
A selection of my recent work in cloud architecture and full-stack development
ADRPredictor: Adverse Drug Reaction Risk Analyzer
🧠 ADRPredictor uses real-world FAERS data and machine learning to predict serious adverse drug reaction (ADR) risks. Includes local LLM-powered explanations via Ollama.
DiagnoAid: AI-Powered Disease Predictor
🩺 DiagnoAid is an intelligent medical assistant that uses dual ML models and symptom severity weighting to predict possible diseases. Offers LLM-based explanations and safety tips via Ollama.
DrugCompare: Intelligent Drug Comparison Tool
💊 DrugCompare allows users to select two approved medications and instantly compare their medical details – including indications, absorption, toxicity, and more – with AI-powered summaries via Ollama.
TrialMatchAI: Clinical Trial Eligibility Matcher
🧪 TrialMatchAI intelligently matches patients with clinical trials using FAISS-based semantic search and LLM-powered eligibility evaluation. It analyzes trial criteria, user conditions, and outputs match scores with reasoning.
Gemini Quizify: AI‑Powered Quiz Builder
📝 Gemini Quizify generates custom multiple‑choice quizzes from any document or topic using Google Gemini & Vertex AI embeddings. Built with LangChain and Streamlit, it offers interactive quiz navigation and answer explanations.