AI Engineer with 1+ years in Large Language Models & Machine Learning
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Assessing your cultural and operational fit
I am an AI Software Engineer with hands-on experience in developing large language model systems and deploying AI solutions. Proficient in optimizing models for CPU/GPU inference. My strong background in machine learning and deep learning allows me to build impactful, real-world applications consistently.
TKM College of Engineering, Kollam
Master of Technology · Artificial Intelligence
August 1, 2022 – June 30, 2024
National Institute of Technology, Bhopal
Bachelor of Technology · Mechanical Engineering
August 1, 2017 – June 30, 2021
Techvantage AI
Associate Software Engineer - AI
October 1, 2025 – Present
Thiruvananthapuram, Kerala, India
Techvantage AI
Trainee Software Engineer - AI
April 1, 2025 – September 1, 2025
India
AI
Intern Software Engineer - AI
January 1, 2025 – March 1, 2025
India
Suvidha Foundation (Suvidha Mahila Mandal)
Machine Learning Intern
November 1, 2024 – December 1, 2024
Nagpur, Maharashtra, India
Light Logics Holography and Optics Pvt. Ltd.
Machine Learning Intern
May 1, 2023 – June 1, 2023
Thiruvananthapuram, Kerala, India
RAG-Based Intelligent Chatbot for Vehicle Manual Assistance
November 1, 2025 – Present
Developed a Retrieval-Augmented Generation (RAG) chatbot using FAISS for vector storage and embeddings of the Suzuki Fronx car manual, enabling accurate context-aware responses through semantic document retrieval.
Semantic segmentation on iris(eye) dataset
July 1, 2024 – August 1, 2024
Created a deep learning model using simple U-net model as backbone on iris dataset, and obtained the corresponding masks. The iris dataset contains images of eye of 250 different persons with 5 images per person.
Student Centered automated feedback system using transformer(M Tech Dissertation)
October 1, 2023 – June 1, 2024
Designed an automated feedback system for students using the transformer model GPT-2 to train on Indian History dataset. Conducted data augmentation to enhance dataset size and quality.
Predictive maintenance using machine learning approach (Mtech mini project)
April 1, 2023 – August 1, 2023
Implemented predictive tools for maintenance scheduling using machine learning models. The machine learning algorithm used for training was Support Vector Machine. A Synthetic data set which is obtained from Kaggle is used for predictive maintenance. Utilized SMOTE to address data imbalance issues.
IBM Data Science Professional Certificate Course
IBM
January 1, 2025 – Present
Internshala Training (Data Science Certification Course)
Internshala
March 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic background in AI and multiple internships/roles at Techvantage AI, focusing on cutting-edge AI technologies, align well with a dynamic, innovation-driven culture. Their involvement in diverse projects, from RAG chatbots to speech-to-speech AI and OCR nodes, indicates a broad interest and ability to contribute to various aspects of AI development. The continuous learning through certifications further supports a growth-oriented mindset, which is a good cultural fit for an AI Engineer role.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills through optimizing LLM performance and automating complex workflows. Their experience in collaborating with front-end teams suggests good teamwork and communication. The diverse project portfolio indicates adaptability and a proactive approach to learning and applying new technologies. The candidate's ability to work with various LLM APIs and deployment environments shows operational flexibility.