Suraj Chandel

About Suraj Chandel

AI & Automation Engineer with 4+ years of experience in building computer vision and NLP-based systems for manufacturing. Deployed TensorFlow models on Jetson Nano for real-time defect detection. Experienced in LangChain, LLaMA 3.2, and FAISS for document search and RAG pipelines. Skilled in Python, OpenCV, Flask, Power BI, and sensor data analysis to drive intelligent automation and efficiency on production lines

Experience

1. Iot Engineer (Cv & Gen Ai)

   Taikisha Engineering India Ltd

   Jul 2025 — Present · Gurugram, IN

   Benchmarking embedding models (all-MiniLM-L6-v2, text-embedding-3-small/large) against proprietary models on custominternal datasets; evaluating text extraction and layer-level embeddings with statistical comparison• Working with Python and VLMs to process and extract structured data from scanned PDFs of varying formats and quality• Compared open-source and closed-source models via Hugging Face; testing and evaluating extraction quality, embeddingcoverage, and similarity metrics across document types – still learning and iterating on this• Engineered YOLO networks with transformer heads, self-attention, and dilated large-kernel convolutions achieving 0.98–0.99 mAP at 45–50 FPS• Building a POC for MSIL involving bead inspection on a running conveyor line using computer vision with a tolerancerange of 3mm to 5mm• Deployed models on NVIDIA Jetson Orion for real-time edge inference with low latency

Education

• Rustamji Institute of Technology (RJIT) - BSF

  Bachelor of Engineering - BE, Electronic and communication engineering

• Delhi International School - India

  Higher Secondary Certification, Science

• Kendriya Vidyalaya

  10th