
Suganya P
GenAI Engineer | LLM & RAG Systems
I am a GenAI Systems Engineer focused on building reliable, safe, and production-ready AI solutions that deliver real business value.
With a strong foundation in enterprise systems and automation, I design end-to-end AI...
$25/hr
(0)
Services/Products
(1 service)Portfolio
(2 projects)My Specialities
Development Stacks
AI Development & Engineering
Generative AI & Prompt Engineering
Conversational AI & Chatbots
Specialities
AI Agents
AI Fine-Tuning
AI Strategy & Consulting
Skills
FAISS SetupLoRA / QLoRALLM Fine-TuningPrompt TemplatesPrompt EvaluationAI Risk ManagementEmbedding Strategies
Work Experience
GenAI Systems Engineer
Independent
October 2025 - Present
Bangalore
AI/ML Engineer – RAG Systems
Freelance
May 2024 - October 2025
Bangalore
AI Systems Reliability Engineer (Contract)
Dubbing AI startup
January 2024 - March 2024
Remote
Automation Test Lead – Systems Reliability
GE HEALTHCARE
August 2018 - October 2019
Bangalore
Systems Engineer – Automation & Validation
Infosys India pvt ltd
January 2017 - March 2018
Bangalore
Associate Software Engineer – Systems & Automation
Caterpillar India pvt ltd
August 2013 - December 2016
Bangalore
Education
Periyar Maniammai University
Bachelor of Engineering, Computer Science
2009 - 2013
Indian School of Management & Studies (ISMS)
Executive MBA, Information Technology Management
2016 - 2017
NIT Warangal
PG Diploma, Artificial Intelligence and Machine Learning
2021 - 2023
Biography
I am a GenAI Systems Engineer focused on building reliable, safe, and production-ready AI solutions that deliver real business value.
With a strong foundation in enterprise systems and automation, I design end-to-end AI pipelines that combine deterministic logic with LLM-based intelligence. My work goes beyond experimentation — I build systems that are stable, observable, and optimized for performance and cost.
I specialize in:
* Designing LLM and RAG-based architectures with clear routing and control layers
* Building governance-first systems with safety guardrails such as PII filtering, prompt validation, and risk-aware outputs
* Improving system efficiency through intelligent automatio...
Hourly Rate
$25
per hour
GenAI Engineer | LLM & RAG Systems | India | LoRA / QLoRA, Prompt Templates, Scaling GenAI Systems, FAISS Setup, Embedding Strategies


