LLM & Agentic AI

S Sai Kumar

Engineering student building intelligent systems with LLMs, agents, and full-stack craft.

View workResume

01 - About

Systems that reason and act.

IbuildAIsystemsendtoend—frommultimodalpipelinesthatwatch,listen,andread,toagentworkflowsthatreasonandact.Groundedinfull-stackfundamentals,aimedatthefrontierofLLMsandAgenticAI.

sai@agent — zsh

> ingesting video · audio · transcript streams. > orchestrating LangGraph agent workflows. > caching hot paths with Redis. > classifying policy stance across 3 modalities. > status: available for internships 2026

02 - Skills

What I work with.

Languages

  • Python
  • C/C++
  • Java
  • JavaScript

AI & ML

  • LLMs
  • Agentic AI
  • LangGraph
  • Machine Learning
  • Deep Learning
  • Transformers
  • OpenCV

Web & Tools

  • React
  • Node.js
  • MERN stack
  • Redis
  • Git
  • Claude Code
  • HTML/CSS

03 - Projects

Built with care.

Selected work. Code available on request.

FEATURED

A.R.G.U.S-V

Video intelligence framework for YouTube

End-to-end framework for intelligent analysis of YouTube content using LLMs and multimodal learning — ingestion, transcription, summarization, and semantic search that cuts manual review time.

  • LangGraph-orchestrated agent workflows for the analysis pipeline
  • Redis caching for high-performance reuse of processed data
  • Semantic search over transcribed and summarized video content
  • Python
  • LLMs
  • LangGraph
  • Redis

Code available on request

RESEARCH

Voice of Monetary Policy

Multimodal analysis of FOMC meetings

Research project classifying the Federal Reserve's policy stance (hawkish/dovish) from press-conference videos by fusing facial action units, audio prosody, and transcript semantics.

  • Three-modality fusion: computer vision, audio processing, and NLP
  • Feature-extraction pipelines feeding trained ML classifiers
  • Robust stance classification across meetings
  • Python
  • OpenCV
  • LibROSA
  • Transformers
  • scikit-learn

Code available on request

04 - GitHub

Public activity.

27 contributions in the last year

@SaiK1105

05 - Education

The foundation.

B.Tech in Computer Science (AI & Data Science)

SASTRA Deemed University · Thanjavur, Tamil Nadu

Expected 2027

Higher Secondary Education

Kendriya Vidyalaya No. 1, Akhnoor · Jammu & Kashmir

2022

Secondary Education

Kendriya Vidyalaya Hirapatti, Azamgarh · Uttar Pradesh

2020

Certifications

  • DSA to Web Development — GeeksForGeeks
  • Cloud Computing — Coursera

Contact

Let's build something together.

Open to internships, research collaborations, and interesting agent problems.