
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Engineer | Generative AI & LLM Applications | RAG | LangChain | FastAPI | Computer Vision | Python
I build AI systems that work in the real world. Over the past 2+ years as an AI/ML Engineer at IMMCO Inc, I've worked on end-to-end machine learning pipelines — from data preparation and model training to API integration and deploying scalable applications in production. At IMMCO, I built a chatbot using LLMs and RAG architecture — handling document retrieval, context-aware response generation, and API integration for real-world deployment. My core focus areas: Large Language Models, Generative AI, Computer Vision, and NLP. I work primarily in Python, using TensorFlow, PyTorch, LangChain, and RAG-based architectures to solve real-world problems. Before IMMCO, I built projects including a real-time fire detection system (CNN + TensorFlow), a fog detection alert system for traffic safety, and an air quality prediction model — all hands-on, end-to-end. I'm actively exploring opportunities in AI/ML Engineering, GenAI, and LLM-based product development
Pondicherry University
Bsc, Mathematics
July 1, 2019 – August 1, 2022
IMMCO Inc
AI ML Engineer
August 1, 2024 – May 1, 2026
Kochi · On-site
IMMCO Inc
AI/ML Engineer Intern
February 1, 2024 – July 1, 2024
Kochi · On-site
Luminar Technohub
AI- ML Intern
September 1, 2023 – February 1, 2024
Kochi · On-site
Luminar Technolab
Big Data Analytics and Data Science Intern
October 1, 2022 – July 1, 2023
Kochi, Kerala, India · On-site
Cultural Fit Analysis
The candidate has a clear focus on AI/ML roles, aligning well with the target role of ML Engineer. The progression from multiple internships to a full-time role at the same company demonstrates commitment and adaptability. The projects listed, such as fire detection, fog detection, and air quality prediction, show a practical application of ML skills. However, the lack of diverse project types outside of core ML/CV/NLP, and limited exposure to different company cultures (primarily one company for full-time experience), suggests a potentially narrow breadth of experience for a senior role.
Soft Skills & Operational Fit
The candidate's resume highlights collaboration on ML workflows and with engineering teams, suggesting an ability to work in a team environment. The transition from intern to full-time AI/ML Engineer at IMMCO Inc. indicates a positive work attitude and ability to integrate into an operational setting. However, without psychometric test results, a deeper assessment of logical reasoning, stress handling, and team collaboration is not possible.