Introduction to Data Science in Python

Bachelor of Engineering - B.Tech

• Build a scalable proof of concept of an advanced chat-bot system using LangChain Agents and LLM, capable of
processing both structured (SQL) and unstructured data sources, featuring around 17 Agents with intercommunication,
role-based access control, real-time document ingestion, and automated source citation for enhanced transparency and
security.
• Developed an advanced OCR-LLM pipeline for Jugaad that upgraded document processing: improved invoice extraction
accuracy from 15% to 85%, and receipt processing accuracy from 10% to 90% across multiple formats.

Jr Python Developer

• Developed a generative AI system for generating synthetic structured data, creating a proper pipeline for data cleaning,
de-duplication, and embedding, using Python, Gradio, and PyTorch for model fine-tuning.
• Designed an end to end Gradio Application for easy user interaction, simplifying the synthetic data generation process
and enhancing system usability

AI and Synthetic Data Developer Intern

• Developing and refining an advanced grammar checker for KreativeSpace’s AI Writing Tools Suite by fine-tuning LLMs
for high accuracy and natural language output.
• Designing and training a multilingual AI text classification system to detect AI-generated content in English, Hindi,
Spanish, German, Dutch, and Italian, achieving up to 95% accuracy often outperforming Quillbot’s AI detector and
approaching GPTZero’s performance.

AI/ML Engineer

Builder at Rented Souls

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