Sandhya Sutraye

Machine Learning Engineer

Tirupati

Summary

Experienced Professional with an overall 9 Years of experience in IT industry. ML Engineer with 4 years of experience at Rijyos Technovations, specializing in Generative AI, LLMs, LangChain, multi-agent systems, RAG pipelines, applied NLP, and scalable Python-based backend engineering. Experienced in designing intelligent enterprise systems with modern ML architectures, model fine-tuning, and production deployment. Previously served 5 years as Oracle Apps Technical Consultant across USA and Philippines accounts.

Overview

years of professional experience

Work History

ML engineer

Rijyos Technovations

01.2022 - Current

4 Years

Software Engineer

OSI Consulting

11.2010 - 08.2015

5 Years

Education

B. Tech - Electronics & Communication Engineering

JNTU Anantapur

01.2010

Skills

Agentic AI: Agent Development using Lang graph frame works React & Reflexive Agents, Human in Loop

Generative AI: Natural Language Processing, Large Language modeling, Conversational AI, Retrieval Augmented Generation (RAG) Systems, Chatbots, Q & A Systems using LLMs, Open source Modeling using Ollama

Machine learning & Deep learning: Statistics, Pandas, Data, Classification, Regression, Clustering, Neural Network Modeling, Time Series Analysis, Computer Vision

Model Handling: Fine tuning LLM’s using PEFT, LORA and QLORA Model serving using vLLM and Ollama

Frameworks/ Libraries: Lang Chain, SKlearn, Tensorflow, Pytorch, Keras, NLTK, Spacy, Django, Streamlit

MLops/ Devops: Git, Gitlab, Langfuse, ML Flow, Zabbix Monitoring, Docker, Kubernetes

Databases: PostgreSQL, MySQL

Timeline