Ramya D
AI Engineer
Bengaluru,KA
Summary
Generative AI Engineer with over three years of experience at KPIT Technologies, specializing in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), embeddings, and prompt engineering. Proven track record in designing and deploying AI-driven automation solutions using Python, Hugging Face, LangChain, and vector databases like FAISS, along with cloud platforms such as Microsoft Azure for scalable AI deployment. Expertise includes model fine-tuning, evaluation, and seamless integration of scalable AI systems into enterprise environments. Committed to developing intelligent, production-ready AI applications that enhance efficiency and elevate decision-making processes.
Overview
4
4
years of professional experience
6
6
Certifications
Work History
AI Engineer
KPIT Technologies
08.2022 - Current
- Currently, 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, deploy AI workloads on Azure cloud environments, 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.
- Developed ML algorithms to analyze huge volumes of historical data to make predictions.
- 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
TKR College of Engineering And Technology
Hyderabad2022
Intermediate -
Narayana Junior College
Hyderabad2018
10th Class -
Krishnaveni High School
Narayanpet2016
Skills
Artificial intelligence development
Machine Learning
Deep Learning
Retrieval Augmented
Python
RAG
LangChain
Hugging Face
FAISS
Cloud Platforms:
Azure
CI/CD Implementation
GitHub
Chatbot Development
Certification
Certifications in AI, Cloud & Software Development
NOTICE PERIOD
Currently serving notice period. Final Working Day: May 31st.
Timeline
AI Engineer
KPIT Technologies
08.2022 - Current
Intermediate -
Narayana Junior College
10th Class -
Krishnaveni High School
Bachelors - Computer Science
TKR College of Engineering And Technology