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Shravya Malla

@sravyamalla

Message

I build Generative AI and agentic systems using RAG, memory architectures, embeddings, and LLM evaluation.

India

Message

What I'm looking for

I'm looking to build production Generative AI and agentic systems, especially products involving RAG, memory, multi-agent orchestration, LLM evaluation, and measurable user impact.

I've built Generative AI products at Noumenon Labs, Agos Labs, and Pathsetter, including AI chatbots, intelligent social media assistants, and LLM-agent-based dashboard platforms. My work centers on RAG, structured memory, embeddings, multi-agent orchestration, and evaluation frameworks.

I've improved chatbot accuracy by 25%, reduced report generation time by 30x, and increased report accuracy by 90%. I also build computer vision solutions with Python, OpenCV, DepthAI, and Flask, and have led teams and MVP development for client-facing products.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

NoumenonLabs

Sep 2025 - Present (1 year)

Designed and implemented a memory architecture for an AI chatbot, increasing accuracy by 25%. Built an evaluation framework with automated offline testing and a test suite of 100s of cases.

AI Machine Learning Chatbot Prompt Engineering RAG LLM

Product Engineer

AgosLabs

Dec 2024 - Jul 2025 (7 months)

Built an intelligent assistant for social media content planning and automation, using 100s of agents. Designed decision-making logic and a custom architecture combining LLMs with structured memory and retrieval layers.

LLM AI Agents Vector Databases Embeddings Prompt Engineering Memory

AI/ML Engineer

Pathsetter

Feb 2023 - Nov 2024 (1 year 9 months)

Led a team of 4 in developing interactive platforms for dynamic dashboard and report generation, achieving a 30x reduction in report generation time and a 90% increase in accuracy. Architected a hyper-personalised marketing messenger and led the tech development of a computer vision MVP.

Generative AI LLM RAG GCP Computer Vision OCR Python Flask OpenCV

Research, Computer Vision

Quantela

Sep 2022 - Nov 2022 (2 months)

Used OpenCV and DepthAI with an OAK1 camera to create a model for tracking people and assigning unique IDs. Modified a cumulative object counting model to improve performance by 200% and created a Flask-based API for web frontend queries.

OpenCV Python Flask Computer Vision