Open to opportunities

Krishna Vamsi Kotha

@krishnavamsikotha

Message

I build production AI, LLM, and data pipelines that automate research and document intelligence.

India

Message

What I'm looking for

I'm looking to build practical AI, LLM, and data products that automate complex research and document workflows, while continuing to work on machine learning systems with measurable real-world impact.

At SG Analytics, I engineer production-grade AI and data pipelines for news intelligence, financial-data extraction, and workflow automation.

I built a news intelligence pipeline across 120+ global sources using Python, BeautifulSoup, Playwright, and AWS Bedrock, reducing analyst research effort by more than six hours daily. I also architected an OCR and LLM pipeline that extracts and normalizes 250+ financial line items from scanned PDFs, Excel, and CSV files.

My projects include SmartDoc Reorder, which uses Gemini 2.5 Flash and hybrid OCR to reorder legal PDF pages with 90% accuracy while reducing compute costs by 40%. I also implemented a DQN-based facial landmark detection agent that achieved 86% accuracy on the 300W dataset.

I've published work on a government-schemes QA chatbot using Mixtral-8x7B and CNN-based handwritten digit recognition. I enjoy helping others learn ML and DL through study circles, project reviews, and hands-on workshops.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

SG Analytics

Feb 2026 - Present (7 months)

Engineered a production-grade news intelligence pipeline ingesting 120+ global news sources using Python, BeautifulSoup, and Playwright with resilient multi-layer fallbacks; integrated AWS Bedrock for multilingual article validation and sector classification, reducing analyst research effort by 6+ hours per day. Architected a private company financial data extraction pipeline using OCR and LLMs to

Python BeautifulSoup Playwright OCR LLM Apollo RocketReach No Code Automation Data Extraction Financial Modeling

Education

Degrees, certifications, and relevant coursework

Amrita Vishwa Vidyapeetham

Bachelor of Technology, Computer Science and Engineering (Artificial Intelligence)

2021 - 2025

Pursued a Bachelor of Technology in Computer Science and Engineering with a focus on Artificial Intelligence, gaining a strong foundation in machine learning, deep learning, and software development.