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Thalapathy User

@thalapathyuser

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AI engineer and data scientist focused on safe, reliable LLM systems.

India

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What I'm looking for

I seek roles building production-ready, safe AI/LLM systems where I can lead model reliability, monitoring, and data-driven product improvements in collaborative, impact-focused teams.

I am an AI engineer and data scientist with hands-on experience building generative AI systems, LLM safety tools, and machine learning models. I have contributed open-source monitoring tools and published research on sales prediction, demonstrating both engineering rigor and research capability.

At Active AZ I led client delivery and technology adoption, automated CRM workflows that increased conversion efficiency by 35%+, and developed analytics dashboards that guided data-driven decisions. I represent technical teams in client meetings and blend marketing, software workflows, and data science to deliver measurable business impact.

My technical toolkit centers on Python, SQL, machine learning libraries, cloud services, and CI automation; I prioritize building smart, safe AI that is reproducible, transparent, and operationally reliable. I seek roles where I can drive production-ready AI systems and improve model reliability at scale.

Experience

Work history, roles, and key accomplishments

Machine Learning Researcher

Academic Publication

Jan 2024 - Jan 2024 (0 months)

Developed and published a Multilayer Perceptron model to predict Black Friday sales, performing EDA, feature engineering, and hyperparameter tuning to achieve high predictive accuracy and provide actionable retail insights.

Machine Learning MLP scikit learn NumPy Pandas Model Evaluation

AI Engineer / Data Scientist

Independent / Open Source

Built SafePulse, an open-source continuous LLM safety benchmarking system with automated GitHub Actions pipelines, daily safety dashboards, and drift detection to monitor model behaviour and improve reliability.

Large Language Models GitHub Actions Hugging Face Python Prompt Generation

Partner – Growth & Technology

Active AZ

Revitalized operations and client delivery for an MSME by implementing CRM automation that increased conversion efficiency by 35%+, onboarding team members, and securing repeat US client contracts through strategic presentations and delivery.

Client Delivery Analytics Python Growth Strategy

Education

Degrees, certifications, and relevant coursework

Raghu Institute of Technology

Bachelor of Technology, Data Science

2020 - 2024

Grade: 8.14

Completed a B. Tech in Data Science from Raghu Institute of Technology affiliated with JNTU-GV, focusing on data science principles and machine learning applications.