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Generative AI Engineer with less than a year in AI/ML and autonomous AI agents.
I am writing to express my interest in the AI/ML Engineer / Generative AI Engineer role at your company. I have completed my Bachelor of Engineering in Artificial Intelligence & Machine Learning from Mangalore Institute of Technology & Engineering and am currently awaiting my final semester results. During my internship at TechFortune Technologies, I worked as a GenAI Engineer Intern where I developed an AI Software Engineer Agent using LangGraph multi-agent architecture, OpenAI APIs, ChromaDB, and Pinecone. I also gained hands-on experience in building production-ready Generative AI systems, Retrieval-Augmented Generation (RAG) pipelines, and autonomous AI agents. In addition, I led and published an IEEE research project titled "Text to Treatment (T2T): Memory-Enhanced RAG for Ayurvedic Medicine," which focused on building personalized AI healthcare solutions using Gemini 2.5, LangChain, and vector databases. My technical skills include Python, LangChain, LangGraph, Hugging Face Transformers, OpenAI API, SQL, ChromaDB, Pinecone, and machine learning frameworks. I am passionate about solving real-world problems using AI and continuously learning emerging technologies in the field of Generative AI and Agentic AI systems. I would welcome the opportunity to contribute my skills and enthusiasm to your organization. Thank you for considering my application. I look forward to the opportunity to discuss how I can contribute to your team.
Mangalore Institute of Technology & Engineering
Bachelor of Engineering · Artificial Intelligence & Machine Learning
N/A – June 30, 2026
Text to Treatment (T2T): Memory-Enhanced RAG for Ayurvedic Medicine
IEEE
January 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic background and internship experience are directly aligned with the Generative AI Engineer role, indicating a strong interest in the field. Their involvement in a research project and continuous learning mindset suggest a good fit for a culture that values innovation and growth. However, the lack of diverse project experience beyond their academic and internship scope limits the assessment of broader cultural adaptability.
Soft Skills & Operational Fit
The candidate demonstrates a proactive attitude towards learning and applying AI technologies, as evidenced by their research project and internship experience. Their passion for solving real-world problems aligns well with an operational role requiring innovative solutions. However, without specific psychometric or English test scores, a comprehensive assessment of soft skills like logical reasoning, work attitude, stress handling, and team collaboration is not possible.