AI Engineer with 1+ years in Generative AI, RAG & Cloud Deployment.
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Assessing your cultural and operational fit
I am a high-impact AI Engineer and Analytics Specialist with 1 year of industry experience at Finsight Analytics LLP. I possess proven expertise in Generative AI, LLMs, Retrieval-Augmented Generation (RAG), Voice AI systems, and Cloud Deployment. With a strong end-to-end ownership of AI pipelines and cloud infrastructure, I excel in driving automation and building scalable AI systems that enhance learning and interactivity.
PSGR Krishnammal College for Women
M.Sc · Data Analytics
August 1, 2023 – June 30, 2025
PSGR Krishnammal College for Women
B.Com · Business Analytics
August 1, 2020 – June 30, 2023
Finsight Analytics LLP
AI Engineer / Analytics Engineer
June 1, 2025 – Present
Coimbatore, Tamil Nadu, India
Intelligent RAG Systems for Document Understanding
January 1, 2025 – January 1, 2025
Developed intelligent RAG systems facilitating document understanding. Chunking, embedding, vector storage, and retrieval for document understanding. Context-aware Q&A over structured documents.
AI Voice Tutor Platforms (Power BI & Python)
January 1, 2025 – January 1, 2026
Developing innovative AI voice tutor platforms that enhance learning through voice interactions. Built intelligent tutors that teach via voice like a human mentor. Context-aware explanations based on UI interaction. Integrated LLMs, RAG, and Voice models.
Cloud Kitchen Sales Forecasting (ML)
January 1, 2024 – January 1, 2024
Conducted sales forecasting to enhance business strategies and decisions. Time-series forecasting and regression models for sales optimization. Utilized predictive analytics for business optimization.
Analytical Potential with Power BI
Unknown
June 1, 2026 – Present
Predictive Modeling & Analytics
Unknown
June 1, 2026 – Present
Practical Predictive Analytics
Unknown
June 1, 2026 – Present
Python Data Products for Predictive Analytics
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate a focus on practical applications of AI, such as educational platforms and business forecasting, which indicates an interest in impactful solutions. The blend of AI engineering and analytics skills suggests a versatile profile. However, the experience level is stated as 1, which might indicate a junior profile, while the target role is 'AI Engineer' which typically requires more experience. The project diversity is good, covering voice AI, RAG, and ML forecasting. The certifications are relevant to analytics and predictive modeling.
Soft Skills & Operational Fit
The candidate's experience in developing user-facing AI applications (voice tutors) suggests an understanding of user interaction and product delivery. The description of 'end-to-end ownership of AI pipelines and cloud infrastructure' indicates a proactive and responsible work attitude. The psychometric test score is 0, which means there is no data to evaluate logical reasoning, work attitude, stress handling, or team collaboration.