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ScottCampit/README.md

Scott Campit, Ph.D.

  • Founder and AI engineer at @Torchstack
  • Former Head of Technology at @Miraei AI
  • Former Co-founder and Chief Technology Officer of @Couro
  • Former management consultant at miLEAD
  • Former Biomedical Researcher (PhD) at the University of Michigan in the Chandrasekaran Lab

Who am I? (short)

Iโ€™m currently the founder of Torchstack, an AI product studio that helps SMBs and startups build AI into their products and workflows. In the past, I've held many other hats, including data scientist, AI engineer, Head of Technology, and Chief Technology Officer, building high-impact AI/ML-powered solutions, delivering everything from research-driven prototypes to production-grade systems. You can find me at LinkedIn.

The longer story

During my undergraduate and graduate training, I was a biomedical researcher who developed AI/ML approaches for cancer drug discovery, specifically focusing on developing algorithms to identify biomarkers and drug candidates within targeted cellular populations. I won NIH/DOE grants and published original AI and biomedical research in peer-reviewed journals, including Nature Communications. More importantly, I learned how to bridge research, data, and software to build tools that unlock highly impactful insights into health. I applied the learnings from my role as a healthcare data scientist, where I optimized Medicare risk adjustment and drove operational improvements across government and provider networks.

Today, I am also the founder of Torchstack, an AI Studio that helps businesses build and deploy AI products from proof of concept to production. We are an AWS partner and have established partnerships with companies across several verticals, including real estate, supply chain and logistics, biotechnology, security, and AI. Previously, I led technology initiatives at Miraei, building data pipelines and agile workflows to develop real-time, intelligent systems that support biopharma stakeholders. I was also co-founder and CTO of Couro, where we utilized AI and computer vision to help runners stay injury-free and train more effectively. My contributions enabled us to participate in the UC LAUNCH Accelerator Program, AWS Startup programs, and the NVIDIA Inception Accelerator Program. Throughout my experiences, I've consistently built and leveraged automated systems and data-driven approaches to deliver products with measurable outcomes.

My Past Projects

Some of my past projects include:

  • Leveraging LLMs for developing a personalized marketing platform ๐Ÿ“ง
  • Performing data analysis and creating data pipelines for healthcare-based datasets (claims, financial, EMRs, etc) ๐Ÿ—‚๏ธ
  • Establishing DataOps and MLOps best practices for AI/ML model deployment and data processing โ˜๏ธ
  • Building multi-agent voicebot systems for security verification and vishing auditing ๐Ÿ“ž
  • Vision models to identify anatomical structures during surgical procedures ๐Ÿ˜ท
  • Developing bioinformatics pipelines (gene set enrichment analysis, protein expression network graphs, etc) for drug discovery ๐Ÿ’Š
  • Training and developing Vision-Language Models for chart reasoning and understanding ๐Ÿ“ˆ
  • Pose estimation applications for improving athletic performance ๐Ÿƒโ€โ™€๏ธ

What next?

I'm always interested in chatting about technology, startups, starting collaborations, helping other founders and small businesses, and just getting to know cool people and what they're working on.

If you're in the San Francisco Bay Area and want to grab a coffee or just say hi, you can reach me at my email address or LinkedIn.

Pinned Loading

  1. opnet opnet Public

    Forked from campit-solutions/opnet

    U-Net object segmentation model trained on surgery snapshots from YouTube

    Jupyter Notebook

  2. MetOncoFit MetOncoFit Public

    Forked from sriram-lab/MetOncoFit

    Common biochemical and topological attributes of metabolic genes recurrently dysregulated in tumors.

    HTML

  3. met-ptm-drug-cancer met-ptm-drug-cancer Public

    Forked from sriram-lab/met-ptm-drug-cancer

    Machine learning to learn metabolite-histone-drug interactions in cancer.

    Jupyter Notebook

  4. single-cell-neutrophil-flux-analysis single-cell-neutrophil-flux-analysis Public

    Forked from sriram-lab/single-cell-neutrophil-flux-analysis

    Analysis of neutrophil metabolic activity during metastasis using single-cell RNASeq and COnstraint-Based Reconstruction and Analysis.

    HTML

  5. streamlit-pose-estimation-app streamlit-pose-estimation-app Public

    Forked from torchstack-ai/pose-estimation-demo

    POC for pose estimation application using streamlit

    Python 1

  6. emt-cobra emt-cobra Public

    Forked from sriram-lab/emt-cobra

    Modeling the metabolic changes during the epithelial-to-mesenchymal transition.

    HTML