Ramya Dobbali
AI Engineer
Bangalore
Summary
Generative AI Engineer with 3+ years of experience at KPIT Technologies, specializing in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), embeddings, and prompt engineering. Experienced in designing and deploying AI-driven automation solutions using Python, Hugging Face, LangChain, and vector databases such as FAISS. Strong background in model fine-tuning, evaluation, and integration of scalable AI systems into enterprise environments. Passionate about building intelligent, production-ready AI applications that improve efficiency and decision making
Overview
4
4
years of professional experience
8
8
Certificates
Work History
AI Engineer
KPIT Technologies
08.2022 - Current
Present I am working as a Generative AI Engineer at KPIT Technologies, where I design and develop Large Language Model (LLM) based intelligent automation solutions.
My work includes building Retrieval Augmented Generation (RAG) pipelines, implementing embeddings, prompt engineering, and developing domain-specific AI applications using Python, Hugging Face, LangChain, and vector databases such as FAISS.
I integrate AI models into scalable enterprise systems, perform model evaluation and optimization, and collaborate with cross-functional teams to deliver production-ready AI solutions.
Improved overall system performance by identifying bottlenecks within existing workflows and implementing targeted optimizations accordingly.
Collaborated with data scientists to integrate AI solutions into broader analytics projects, enhancing overall results.
Contributed to open-source AI projects as a way to stay current with industry advancements and give back to the community.
Developed ML algorithms to analyze huge volumes of historical data to make predictions.
Utilized data modeling and evaluation strategies to find patterns and predict unseen instances.
Monitored database performance to keep workflows running smoothly.
Contributed to open-source AI projects as a way to stay current with industry advancements and give back to the community.
Education
Bachelors - Computer Science
2022
GPA: 8.0
Intermediate -
2018
GPA: 9.6
10th Class -
2016
GPA: 9.7
Skills
Artificial intelligence development
CI/CD implementation
Git Hub
Machine Learning
Deep Learning
Retrieval Augmented
Generation
Python
Rasa
Aiml
Chatbot
Generative Ai
Certification
Agile & Scrum Fundamentals – (On Request)
Timeline
AI Engineer - KPIT Technologies
08.2022 - Current
TKR College of Engineering And Technology - Bachelors, Computer Science
Narayana Junior College - Intermediate,
Krishnaveni High School - 10th Class,
NOTICE PERIOD
Currently serving notice period. Final Working Day: April 30.