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Rock-Shell/README.md

Ayush Gupta

AIML Engineer | Generative AI & ML Enthusiast


Summary

AIML Engineer with experience building scalable GenAI applications and ML pipelines across cloud platforms. Skilled in RAG, LangChain, LangGraph, LlamaIndex, LLMs, vector databases, and attention-based architectures. Proven track record of deploying real-time GenAI solutions for intelligent automation, personalized customer interactions, and contextual understanding. Passionate about optimizing ML workflows with model evaluation, distillation, and prompt engineering.


Experience

GEPAssociated Data Scientist
Jan 2025 – Present

  • Automating Contract Lifecycle Management using AI, empowering contract redlining, drafting, and quality checks.

CapgeminiSoftware Engineer Intern
Aug 2022 – Jun 2025

  • Developed RAG-based conversational AI chatbots reducing support time by 60%.
  • Designed agentic workflows using LangGraph and human feedback loops.
  • Built AI-powered support systems with OpenAI embeddings and GPT models.
  • Automated ticket categorization and improved triage efficiency (>0.8 F1-score).
  • Engineered Generative AI APIs to reduce manual documentation efforts by 60%.

UsthaanMachine Learning Intern
May 2022 – Jul 2022

  • Developed hybrid NER model (SVM + rule-based) for invoice extraction.
  • Integrated OCR libraries into Dockerized APIs with CI/CD deployment.

Projects

Unattended Luggage Detection

  • YOLOv3-based model to detect unattended items; deployed on Azure Kubernetes Service.

Bike Demand Prediction & Profit Optimization

  • Predicted bike rentals using Random Forest and optimized profitability.

Yoga Pose Supervisor

  • Real-time CV model for analyzing and improving yoga poses with transfer learning.

Education

  • Maharaja Agrasen Institute of Technology – B.Tech (2018 – 2022)
  • Bhai Parmanand Vidya Mandir – Class XII (CBSE, 2016 – 2018)

Achievements & Certifications

  • Center stage award for creating reverse engineering API reducing manual effort by 60-65%.
  • Microsoft Certified: Azure AI Fundamentals (AI-900) & Azure Fundamentals (AZ-900)
  • Analytics Vidhya Creators Club Member

Connect

Pinned Loading

  1. Image-reconstruction Image-reconstruction Public

    Image reconstruction using autoencoders

    Jupyter Notebook

  2. Interactive-dictionary Interactive-dictionary Public

    A dictionary that would give correct meaning, even when you don't know how the word spells correctly.

    Python

  3. o-c-r o-c-r Public

    Python