Hi, I'm Sadhana.
I'm a Cloud Platform Engineer with 4+ years of experience across interconnected fields such as Cloud Platform Engineering (Security), AI Systems, MLOps, Data Science.
I like building things and understanding how they work. Lately that means AI systems, what they do when no one's checking, and whether we can trust what they tell us.
Interested in AI security, auditing models, mechanistic interpretability, behavioral versioning, and evaluation awareness. Just things I find worth digging into.
Building - Tooling for agentic AI supply chain security
Exploring - Evaluation awareness and behavioral divergence in language models
Next - AgentLedger - cryptographically signed execution ledger for agents
- DEF CON 34 Cloud Village (2026) — Trust Fall: How Agentic AI Inherits Your Cloud's Worst IAM Habits
- AISF Vegas (2026) — How AI Agents Weaponize Compliance through Specification Gaming
Languages Python · Bash · R · JavaScript · Lua
Cloud AWS · Azure · GCP · Kubernetes · Docker · nginx
AI / ML LangGraph · MCP · PyTorch · TensorFlow · scikit-learn · MLflow · FastAPI · Streamlit
Security WAF · GuardDuty · OpenTelemetry · Splunk · Dynatrace · Prometheus · Grafana
Data PostgreSQL · Elasticsearch · Pandas · NumPy · Plotly
DevOps Git · GitHub Actions · Jenkins · Docker · SonarQube · Postman
| repo | description | lang | last push |
|---|---|---|---|
| amblyopia-visual-snow-train | Dichoptic training + NOPT web app for amblyopia and visual s… | TypeScript | 2026-09-08 |
| Portfolio | — | HTML | 2026-08-23 |
| spec-gaming-agents | Demonstration Framework for Specification Gaming in Agentic … | Shell | 2026-08-04 |
| agent-context-hijack | — | Python | 2026-08-02 |
| behaviorprobe | Behavioral regression testing across LLMs by task type | Python | 2026-06-02 |
| research-gap-finder | arxiv research agent that analyses papers on a given topic a… | Python | 2026-05-27 |
- The Competence Illusion: How AI Makes You Feel Capable Even When You Aren’t 2026-07-11
- Version Control for ML Projects 2023-11-13
- Understanding the ML Lifecycle 2023-09-07
last updated 2026-09-23 10:32 UTC