Amritansh

About Amritansh

AI/ML Engineer specializing in Generative AI, NLP, and intelligent document automation.With over 2 years of hands-on experience, I design and deploy production-ready AI systems that convert complex unstructured data into structured, actionable insights. At PLS Lawyers Pvt. Ltd, I engineered AI-powered PDF data-extraction pipelines using Python, regex, Fitz, and NLP — cutting manual review time by 90% and driving measurable operational efficiency.I also built RAG-based Generative AI systems using LangChain, FAISS, and Ollama LLMs, achieving 95%+ extraction accuracy across 6+ major legal providers. By combining rule-based parsing with LLM-driven intelligence, I developed hybrid workflows that standardized 100% of multi-provider legal PDFs into structured JSON outputs and scaled document ingestion to files/week.My deployments integrate with FastAPI, enabling smooth backend communication and real-time API-driven automation. Previously at Nokia, I optimized Python automation pipelines, improving log analysis speed by 40%, and built ML-based anomaly detection scripts to enhance alert precision by 18%.Earlier at Alphawave Semi, I worked in RHEL7 environments managing EDA tools and batch automation with Slurm, achieving 95%+ on-time delivery of tool tickets. Core Expertise:•Generative AI (RAG, LangChain, FAISS, LLMs like Ollama & Llama3)•NLP & Text Extraction Automation•Python, FastAPI, REST APIs, Regex•Machine Learning & MLOps (Docker, AWS, CI/CD)•Data Pipelines, Automation, and Intelligent Workflow Design I’m passionate about transforming raw, unstructured data into intelligent, scalable AI products — blending engineering precision with innovation.I’m currently exploring Agentic AI frameworks, multi-modal LLM integration, and end-to-end FastAPI pipelines for next-gen AI solutions.🤝 Let’s connect — I’m open to AI Engineer / ML Engineer/Python Developer / Generative AI Developer roles where I can continue building high-impact, production-grade AI systems.

Experience

1. Artificial Intelligence Engineer

   Preferred Square

   Dec 2025 — Present · Gurugram, IN

Education

• DAV Public School , Aurangabad

  X

• Sri Chaitanya College of Education

  XII, PCM

• Thapar Institute of Engineering & Technology

  Master of Engineering - MEng, Computer Science

• Siksha 'O'​ Anusandhan University

  B.tech, Electronic and Communications Engineering

  2019 — 2023