Arthisree R
Gen AI | ML | LLM| Lead engineer at HCL| OCR| Multimodal RAG| Graph RAG| Fine tuning|PEFT Models|LangChain | LangGraph | Agentic AI| Autogen| Crew AI | Hugging Face| Docker
- Role
- Lead Engineer at HCLTech
- Location
- Chennai, TN, IN
- LinkedIn followers
- 500 followers
About Arthisree R
Currently working as a Lead Engineer at HCLTech in data analytics team of oil and gas client, focusing on data analytics and developing FastAPI-based APIs built for a Recommendation system This role leverages Docker,DL/ML/Gen AI for containerization and implements CI/CD workflows to streamline deployment and development processes. Proficient in integrating machine learning models/deep learning, including linear regression, NLP,LLMs to deliver actionable insights. Dedicated to building solutions that enhance operational efficiency and support impactful decision-making through data-driven strategies.
Experience
Lead Engineer
Jul 2024 — Present · Chennai, IN
I am working in the Data analytics team, where I have been actively involved in developing and maintaining FastAPI-based APIs designed for valve health monitoring through KPI analysis. As part of this role, I utilized Docker to containerize these APIs, ensuring seamless deployment across different environments. Additionally, I implemented a robust CI/CD workflow to automate the build, testing, and deployment processes, enhancing code quality and accelerating development cycles.In my work with large-scale databases using PostgreSQL, I efficiently managed and queried extensive datasets to extract actionable insights. I also integrated machine learning models, including linear regression and NLP techniques, into the APIs to enable predictive analytics and anomaly detection for proactive maintenance.Furthermore, I leveraged embeddings to develop advanced recommendation systems tailored for valve diagnostics. This solution enhanced the accuracy of predictive maintenance strategies by identifying patterns and potential failures based on historical data and operational metrics.My experience combines strong technical expertise in API development, data analysis, and machine learning integration, contributing to improved system reliability and data-driven decision-making.
Education
St. Joseph's College Of Engineering
B.Tech, Electronics and Instrumentation
DAV Mugappair
School
VIT_Vellore Institute of Technology
Master of Technology - MTech, Control and Automation
2018 — 2020
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