About Me
Builder. Learner. Creator.
I'm Thilak Shekhar Shriyan, a software engineer focused on distributed systems, NoSQL databases, and machine learning/AI.
Work Timeline
- Performed log analysis at OS, system, network, and DBMS levels to identify root causes.
- Built a Decision Tree-based log analytics system with Named Entity Recognition.
- Developed an incident ticket summarizer using RAG, reducing resolution time by 20%.
- Built a knowledge base pipeline with Ollama and LangChain.
- Developed a Flutter app for team formation across career domains.
- Improved API responsiveness with GraphQL integration.
- Worked across MongoDB backend, analytics, SEO, and Python data scraping.
- Set up distributed data systems using Hadoop, Kafka, and EC2.
- Built a BiLSTM sentiment model and improved accuracy from 82% to 87%.
- Created CI/CD with GitHub and Jenkins; shared business ML insights via Tableau and PowerBI.
