Skip to content
View rishabhhota19's full-sized avatar
1 follower · 0 following

Block or report rishabhhota19

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rishabhhota19/README.md

Rishabh Hota

AI Engineer & Researcher, agentic systems and medical imaging. Sr. AI Researcher at Simplilearn, Bengaluru.

I turn new AI research into systems that ship: multi-agent pipelines, MCP tools, RAG, fine-tuned LLMs and VLMs, and medical-imaging models validated with clinicians.

Portfolio (ask its recruiter agent about my work) · LinkedIn · rishabhhota19@gmail.com

Open source

  • portfolio: a LangGraph RAG agent that answers recruiters' questions, streaming from a fallback chain of free LLMs behind rate limits, guardrails and an eval suite. ₹0/month at 10k+ visitors. Live
  • matched-budget-quantum-attention: a parameter-, FLOP- and tuning-matched study showing that quantum-inspired feature maps in Vision Transformer attention tie classical random features. Reproducible code and logged evidence. DOI

Shipped at work

  • Collaterals agent: an n8n multi-agent system that cut course-launch collateral from 7–10 days to 1. Simplilearn Q3 Best Team Award.
  • Knee OA grading on AWS: X-ray capture to EMR report; 96% accuracy and >90% concordance with radiologists in hospital trials.
  • TurboTrade: a LangChain agent over Zerodha's Kite MCP. Broker credentials stay out of the model's context and every order needs a one-tap confirmation.

Publications

  • LCSNet: Lightweight Caries Segmentation Network, Intelligence-Based Medicine (Elsevier), 2025 · paper
  • Depression Identification Decision Support System, Springer book chapter · chapter
  • COVID-19 Classification with Chest CT, IEEE · paper
  • Under review: two papers on quantum self-attention for Vision Transformers, and one on multimodal COVID-19 decision support.

Toolbox

Agents: LangGraph · LangChain · MCP · Claude Code & Agent Skills · Google ADK · CrewAI · n8n
LLMs & RAG: Gemini · Groq · OpenAI fine-tuning · LoRA/QLoRA · Upstash Vector · FAISS
ML & vision: PyTorch · Hugging Face · Vision Transformers · segmentation · TensorCircuit
Shipping: FastAPI · Next.js · Vercel · Cloudflare · AWS · Docker

Popular repositories Loading

  1. langchain langchain Public

    Forked from codebasics/langchain

    Tutorial for langchain LLM library

    Jupyter Notebook

  2. Adasci-YTSUM Adasci-YTSUM Public

    Forked from abhishekmishra2903/youtube_summary

    Multi-agent workflow classifies a youtube video into 'entertainment' or 'educational'. For 'entertainment' it gives the summary, genre and age-group, while for 'education' it gives 'title', 'summar…

    Python

  3. chatterbox chatterbox Public

    Forked from resemble-ai/chatterbox

    SoTA open-source TTS

    Python

  4. adasci-marketing adasci-marketing Public

    Forked from abhishekmishra2903/marketing

    Multi agent workflow creates marketing materials for different social media platforms from the details of a product which is taken as input from a user using a streamlit application.

    Python

  5. ADASCI-AgenticAI_Bootcamp2025 ADASCI-AgenticAI_Bootcamp2025 Public

    Forked from godfather-ace/AgenticAI_Bootcamp2025

    Python

  6. ADASCI-Bootcamp2025 ADASCI-Bootcamp2025 Public

    Forked from abhishekmishra2903/Bootcamp2025

    Repo of code files used in the live sessions of ADaSci Bootcamp on Agentic AI for leaders in December 2025

    Jupyter Notebook