AI / ML Engineer
PERPLEXITY
Building retrieval, reasoning, and evaluation systems for production AI experiences. Focused on search relevance, inference quality, and the infrastructure behind fast, grounded answers.
AI / ML ENGINEER · SAN FRANCISCO
Building intelligence
that moves.
Hi, I'm Ananya Reddy — an AI / ML engineer who turns ambitious ideas into reliable, production-ready systems. I design and deploy machine learning experiences across retrieval, reasoning, and the infrastructure that makes them useful at scale.
ANANYA REDDY / AI & ML ENGINEER
RETRIEVAL ✦ REASONING ✦ INFERENCE ✦ INFRASTRUCTURE ✦ RETRIEVAL ✦ REASONING ✦
EXPERIENCE
01 / 04Five years building
systems that ship.
From search quality and LLM applications to cloud-native MLOps, I turn ambitious model capabilities into reliable products.
ML Engineer
ACCENTURE
Designed and deployed machine learning solutions across NLP, computer vision, and distributed data workflows, partnering with teams to move models from experiment to impact.
SELECTED WORK
02 / 0401LLM-powered document intelligence
InfoMate
A production-ready RAG system for semantic Q&A over large PDF corpora, with grounded answers and concurrent query support.
+35% retrieval relevancemeasured impact
LLaMA / Gemma · FAISS · SQL · AWSVIEW CASE STUDY ↗
02Multimodal emotion analytics
EmoTalker
An audio-visual classification system that fuses facial landmarks with MFCC, pitch, and energy features.
75–80% classification accuracymeasured impact
Python · OpenCV · Librosa · scikit-learnVIEW CASE STUDY ↗
THE SHORT VERSION
03 / 04Systems thinker.
Practical idealist.
With 5 years across Perplexity and Accenture, I work at the intersection of model capability and production reality.
My work spans LLM applications, RAG, distributed training, search quality, and the cloud-native MLOps systems that let them scale. I care about useful intelligence: fast, grounded, observable, and built to last.
TOOLS OF THE TRADE
PythonPyTorchTransformersRAGLangChainFAISSvLLMAWSKubernetesDockerMLflowSparkCUDAOpenTelemetry
04 / 04 — GET IN TOUCH