Athira Sebastian
@athirasebastian1
I build agentic AI, data pipelines, and automated enterprise workflows.
IndiaWhat I'm looking for
At Shopalyst Technologies, I build production-grade agentic AI solutions that automate multi-step data processing, reporting, and QA workflows. I use Google ADK, Hermes LLMs, FastMCP, and MCP-based architectures to connect LLMs with internal APIs and data pipelines.
I engineer high-availability Python and Prefect data pipelines for enterprise reporting, including analytics workflows processing 50,000+ products across eight KPIs. I’ve also developed Elasticsearch and Kibana systems for real-time analytics and trend visualization.
I’ve reduced manual verification effort by 80% through LLM-based QA systems and E2E test suites, and reduced operational effort by 80–90% through Slack bots and internal automation tools. My pipeline optimization and validation improvements reduced data crawling and processing costs by 30%.
Earlier at Oracle Financial Services Software, I developed banking account-creation and onboarding workflows, maintained enterprise screens, and supported integration during a major merger. I also mentor junior engineers and build structured onboarding and training workflows.
Experience
Work history, roles, and key accomplishments
Software Developer II & III
Shopalyst Technologies
Jan 2021 - Present (5 years 8 months)
Designed and deployed production-grade agentic AI solutions using Google ADK and Hermes LLMs, and built tool-augmented LLM workflows with FastMCP/MCP architecture. Engineered scalable data pipelines with Prefect and Python, and developed automated QA systems reducing manual verification effort by 80%.
Developed enterprise banking systems focused on account creation and onboarding workflows, and built and maintained 10+ enterprise screens using Visual Basic-based systems. Supported banking system integration during a major merger, improving operational continuity by 10%.
Education
Degrees, certifications, and relevant coursework
Government Engineering College, Thrissur
B.Tech, Computer Science
2014 - 2018
Grade: 8.37/10
Pursued a Bachelor of Technology in Computer Science, achieving a GPA of 8.37 out of 10.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Skills
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