Saran Kirthic S — AI Researcher
AI Engineer focused on building production-grade GenAI systems that scale reliably in real-world environments. I specialize in designing LLM-based platforms, automated evaluation pipelines, and multi-agent orchestration systems that improve model accuracy, performance, and deployment confidence. At MathCo, I’ve led core engineering efforts on enterprise GenAI products - building automated AI testing platforms, Text-to-SQL agents, and dashboard-integrated chatbots. My work has delivered measurable impact, including 90%+ model accuracy, 50% latency reduction, and 78% reduction in manual testing effort, enabling faster release cycles and higher adoption across business teams. I work across the full lifecycle of AI systems from prompt design and evaluation frameworks to scalable API deployment on Kubernetes ensuring reliability, observability, and usability for both technical and non-technical users. I’m particularly interested in LLM evaluation, agent reliability, and making GenAI systems production-ready, not just impressive demos. Beyond product development, I actively contribute to AI education through technical workshops.
Stackforce AI infers this person is a Data Science and AI Engineering professional focused on enterprise solutions.
Location: Bengaluru, Karnataka, India
Experience: 2 yrs 9 mos
Skills
- Large Language Models (llm)
- Machine Learning
- Data Science
- Cross-functional Collaborations
Career Highlights
- Led core engineering efforts on enterprise GenAI products.
- Achieved 90%+ model accuracy and 50% latency reduction.
- Contributed to AI education through technical workshops.
Work Experience
MathCo
AI Engineer - I (9 mos)
AI Analyst (1 yr 4 mos)
iResponsive Solutions
Data Scientist (8 mos)
AVEON Infotech Pvt. Ltd.
Data Scientist (7 mos)
Education
Integrated MSc at Amrita Vishwa Vidyapeetham
