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myesmin/README.md

Hi, I'm Mohona 👋

I build applied AI and ML systems in New York, NY — LLM applications, models, and the data pipelines and automation behind them. Neuroscience is what got me here, and why I care about knowing why a model does what it does.

🌐 myesmin.github.io — project write-ups, full experience and résumé · 💼 LinkedIn · ✉️ myesmin415@gmail.com

What I'm up to

  • 🔬 Research Assistant at DAIR Lab: graph neural networks for protein research
  • ☸️ Kubeflow org member: Python and Go contributions to the Model Registry and SDK (hub, sdk)
  • 📖 Building Sera: a reading companion that reads a PDF aloud with word-synced highlighting — FastAPI + React/TypeScript, Postgres with pgvector, OCR, a queued TTS worker and streaming LLM answers, running on AWS (currently on voice intelligence)
  • 🛡️ Building ModSieve: a first-pass moderation tool that auto-resolves the Reddit posts it's sure about (22.5% at 99.2% precision) and sends the rest to a human
  • 🏢 Energy Data Manager at EN-POWER Group: emissions models and LL97 compliance work for NYC buildings

Tools I work with

Languages Python Go SQL C++ TypeScript HTML CSS
ML & AI PyTorch PyTorch Geometric TensorFlow scikit-learn statsmodels LangChain Hugging Face LLMs · RAG · Agents · MCP Claude Code Google AI Studio
Data pandas SciPy PySpark Power BI Plotly Matplotlib Seaborn Streamlit ETL
Backend & tools FastAPI React Docker Kubeflow Git GitHub Supabase Vercel AWS
Productivity Jira Power Automate Google Workspace Microsoft Office

A bit more

  • I studied Neuroscience & Behavior at Wesleyan, and the link between how brains learn and how models learn is what pulled me into ML.
  • I like turning many messy data sources into one answer I can defend, and making analysis useful to people who never open a notebook.
  • Open to roles in applied AI / ML / data / software engineering.

Pinned Loading

  1. Climate-Change Climate-Change Public

    Jupyter Notebook 1

  2. real-estate-valuation-risk real-estate-valuation-risk Public

    Jupyter Notebook 1

  3. kubeflow/hub kubeflow/hub Public

    Model Registry provides a single pane of glass for ML model developers to index and manage models, versions, and ML artifacts metadata. It fills a gap between model experimentation and production a…

    Go 186 202

  4. kubeflow/sdk kubeflow/sdk Public

    Universal Python SDK to run AI workloads on Kubernetes

    Python 151 268

  5. ai-engineering-from-scratch ai-engineering-from-scratch Public

    Forked from rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    Python