hey, I'm
Satyakam
Singhal
I'm a self-taught developer and product builder. I architect scalable fintech and AI systems from blueprint to launch — and lately, I'm obsessed with building AI agents that do real work.
Currently at Recur Club. Previously first engineer at CirclePe where I built the entire tech infrastructure from scratch. IIT Delhi. 6+ years building everything from crowdsourcing platforms to fintech loan systems to AI automation.
building recall · designing worklens · shipping at recur
Writing
Projects
Recall
Shared long-term memory for AI coding agents
DiagramOS
Mermaid diagrams, alive
WorkLens
A developer-first watcher for any folder
Memory MCP Server
Persistent knowledge graph for LLM workflows
Experience
Software Engineer @ Recur Club
Oct 2025 - PresentCore engineer on AICA, the AI credit-assessment platform behind India's largest startup debt marketplace. Built its document-generation platform and rich-text editor stack, cut underwriting data costs 20-30% with configurable compliance screening, resolved 90+ production incidents, and ship multi-agent LLM pipelines for SDLC and QA.
Founding Engineer @ CirclePe (acquired by Crib)
Apr 2023 - Oct 2025First engineer, third person to join. Built the entire fintech platform from scratch — lending infrastructure, real-time credit decisioning, KYC/AML integrations. Scaled to 20 Cr+ lending volume and led an 8-person team through to the company's acquisition by Crib.
Python Developer Intern @ AT&T
Mar 2022 - Dec 2022Optimized AWS Lambda pipelines (83% faster), built in-house NLP transliteration engine replacing Azure API.
Research Assistant @ IIT Delhi
Jan 2020 - May 2021Built INDRA crowdsourcing dashboard for disaster monitoring. LSTM-based flood prediction. Published at AGU 2020.
What I Build
Lending platforms, underwriting, payment rails
Browser automation, knowledge graphs, LLM tools
NLP pipelines, real-time processing, predictions
Spring Boot, React, Node, Python, AWS
Thoughts
" The work graph is the next database
Every tool records its artifacts — commits, tickets, docs. Nobody records the activity between them: what you actually did, in what order, and why. A temporal graph of real work is the substrate AI teammates will query. That's the thesis I keep pulling on.
Read more" Ship the pipeline, not just the code
At Recur I stopped shipping features alone — I ship the multi-agent pipeline that ships features. Architecture, implementation, review, and QA each get an agent with a narrow scope. My unit of output changed from PRs to systems that produce PRs.
Read more" Your context is your moat
Building persistent memory systems for LLM workflows taught me something: the model matters less than the context you feed it. Cross-session, team-shared memory — with attribution for who learned what — turns a stateless tool into a collaborator.
Read more" Founding engineer ≠ first employee
Building CirclePe from zero meant making irreversible architecture decisions with incomplete information, every single day. The skill isn't coding — it's knowing what to build next when everything is on fire.
Read moreGet in touch
I'm always open to interesting conversations. Reach out at satyakam068@gmail.com