Ishipproduction
AIagents.
Not demos. Not wrappers. Founding Engineer who's shipped 15+ production AI agents across multi-agent orchestration, RAG pipelines, and zero-LLM rule engines. Building one new agent every day, in public, for 100 days.
Ihavefoundedtwocompanies,shipped15+productionAIagents,andpublishedinCRCPress&Springer.RightnowI'mbuildingonenewagenteveryday,for100days,inpublic.
— Sathish Lella · Selangor → Singapore · May 2026
Six selected from fifteen
Each agent below is open-source, deployed, and verifiable. Every metric is real, every claim is checkable. No demos, no wrappers.
GitPulse AI
4-agent due-diligence swarm — Planner, Coder, Reviewer, Scorer — turning a GitHub URL into an investment-grade dossier in 30 seconds. Replaces what costs a senior engineer 4–8 hours.
SelfHeal AI
Production code error detection across 120+ patterns and 8 languages — Python, TS, Go, Rust, Java and more. A 200+ rule knowledge base does the heavy lifting; LLM is optional, not load-bearing.
ContractScan AI
Risk-scoring contract analyzer — 60+ clause-type parsing, 80+ red-flag detection, and a negotiation playbook generated in 3 seconds. Auditable scoring, no hallucinated legal advice.
FlowMap AI
Autonomous process discovery shipping as Chrome + VS Code extensions. Maps how you actually work, finds the bottleneck, and suggests where to automate. Replaces a four-week consulting engagement.
ScenarioMind
Multi-agent business simulation with debate, consensus, and confidence scoring across 9+ agents. Negotiation theory meets real-time orchestration — deployed on Groq + Vercel Serverless.
F1 Dream Jobs Platform
Fullstack AI CRM built from scratch as Founding Engineer — TypeScript + React + Node + Postgres + GPT-4. RAG-powered semantic candidate matching processes 200+ CVs daily. Reduced manual recruiter effort by 70%.
Numbers, verified.
Every figure below is auditable from public sources — GitHub, LinkedIn, published papers, and live deployments.
Five years. Three companies.
Founding Engineer
@ F1 Dream JobsSole technical owner of an AI-powered recruiting platform. Built a fullstack CRM from scratch (TypeScript + React + Node + Postgres + GPT-4) processing 200+ CVs/day. Designed a RAG pipeline with vector DB for semantic candidate matching. AI agents for outreach, interview prep, and screening reduced manual recruiter effort by 70%+.
Founder & Technical Lead
@ Velden HealthFounded a healthcare revenue recovery firm for outpatient behavioral-health practices. Built the entire technical infrastructure — a custom OS tracking 1,000+ insurance claims across the full denial lifecycle, A/R aging dashboards, denial-pattern automation, and predictive recovery scoring.
AI Solutions Engineer & Data Specialist
@ FreelanceBuilt and deployed a GPT-4 + vector-DB resume ranker auto-screening 200+ CVs/day with 78% manual-time reduction. Delivered a GPT-based interview agent rated 4.7/5 by 50+ users. Automated weekly Power BI reports eliminating ~10 hours/month of manual Excel work for clients.
Academic Graduate Assistant
@ Lewis UniversityInstructed undergraduates in data analytics and Big Data programming. Collaborated on advanced data-science research initiatives with faculty.
Associate Software Engineer
@ MphasisUI enhancements with JavaScript + database integration → 20% user-engagement lift, 15% load-time reduction. Built SQL + NoSQL API-key generation scripts cutting manual authentication effort by 50%. Postman endpoint testing in a Scrum/Agile framework with Git.
Published & under review.
Five peer-reviewed and pre-print contributions across healthcare AI, machine learning, and Industry 4.0.
SynthERA-835: An Open-Source Synthetic X12 835 EDI Generator for Healthcare Claims Denial-Prediction Research
Advanced Image Segmentation Analysis: A Comparative Study of CNN, Segment Anything, and U-Net Techniques
HiringforanAI Engineer?
Multi-agent systems, RAG pipelines, production AI infrastructure. Open to Singapore EP-sponsored roles and remote work with Singapore-grade comp. I reply to every email within 24 hours.