★ Now · May 2026
What I'm up to right now.
A snapshot of the projects, ideas, and rabbit holes I'm in. Inspired by /now pages. Updated monthly.
Shipping
- Bodhi Atomize multimodal pipeline expansionScaling video-asset analysis to 50k+ items/month at Publicis Sapient
- Dossier v2 — async agent orchestrationMoving from ThreadPoolExecutor to a proper DAG runner
- This portfolio site — adding more interactive piecesshivangsingh.dev
Reading
- Anthropic's recent papers on constitutional AI + agentic eval
- Designing ML Systems — Chip Huyen
- Daily: Hacker News, /r/MachineLearning, AI papers feed
Learning
- Production LLM evaluation patterns (LLM-as-judge, G-Eval, DeepEval)
- Workflow orchestration (Temporal, Vercel Workflow DevKit, Inngest)
- Better prompt-engineering for structured outputs at scale
Thinking about
- Where the line is between agentic pipelines and orchestrated workflows
- Cost-vs-quality tradeoffs across frontier vs fine-tuned small models
- What ML infra looks like when every dev ships an LLM feature
Listening
- Lo-fi · The xx · Bonobo for deep work
- Podcasts: Latent Space, Practical AI, Lex Fridman on systems
Life
- Bengaluru, IN · IST
- Open to AI Engineer / ML Engineer roles — full-time or contract
- Always up for a chat about GenAI systems in production