Tanesh Gujar

About Tanesh Gujar

I am Tanesh Gujar, an AI and Machine Learning Engineer with a passion for developing intelligent systems that solve real-world problems. With a proven ability to significantly boost model performance and enhance operational efficiency, I have dedicated my academic and practical work to mastering deep learning, NLP, and MLOps. In my recent role as an AI/ML Engineer Intern, I engineered and deployed LLM-driven automation frameworks that transform business processes.My passion for development is showcased through my key projects. I developed a GNN-Based Book Recommendation System using PyTorch Geometric for advanced user-book interaction modeling, which significantly boosted accuracy over collaborative filtering benchmarks. In another project focused on computer vision, I created a Face-to-Comic Style Transfer model using a Pix2Pix GAN, which trained to a high degree of style accuracy while minimizing distortion artifacts. My work in NLP includes constructing an English-Hindi Translation Transformer model in PyTorch that substantially outperformed seq2seq baselines.Over the course of my Bachelor\'s degree, I have transitioned from a student of theoretical concepts to a practical engineer, applying my skills in several impactful internship roles. In one role, I engineered LLM-driven automation frameworks that substantially cut manual review time. In a prior engagement, I revamped a recommendation engine to noticeably increase click-through rates. My focus extends to the full deployment lifecycle, where I\'ve streamlined model serving with Docker and CI/CD to achieve faster response times for high-volume traffic and architected fault-tolerant ETL pipelines to handle large-scale daily interaction logs.Most recently, I’ve focused on Graph Neural Networks, developing a system that achieves near real-time speeds at production scale through graph sampling and efficient batching. My journey has been incredibly rewarding, filled with countless learning experiences. I\'m driven by a genuine desire to solve complex problems and contribute to the advancement of AI. Let\'s connect and explore how we can build the next generation of intelligent systems together.

Experience

1. Aiml Engineering Intern

   Penpixel Llp

   Jun 2025 — Present

Education

• SVKM's NMIMS Mukesh Patel School of Technology Management & Engineering

  Bachelor of Technology - BTech

  2022 — 2026