P1Person 1
Founder · Full Stack & AI ArchitectRAG Architecture & High-Priority Debugging
Leads AI projects and complex debugging. Has architected RAG systems and SaaS backends for teams across India and the Gulf.
With 9 years in production software engineering, Person 1 specializes in full-stack architecture, large language model integration, and distributed cloud backends. Previously built high-concurrency systems for fintech startups and pioneered internal generative AI tools for enterprise clients.
Notable Focus: Architected 20+ production AI pipelines with strict zero-hallucination standards.
Next.jsNode.jsClaude APIPythonPostgreSQLAWS
P2Person 2
AI & Machine Learning EngineerAgentic Tool Calling & Evaluation Harnesses
Builds intelligent assistants, autonomous agents, and rigorous evaluation pipelines. Handles model benchmarking and keeping token costs predictable.
Focuses on practical machine learning systems that run reliably in business environments. Expertise in prompt engineering, embeddings optimization, agent tool-calling frameworks, and building evaluation test harnesses so LLM behavior never degrades during production upgrades.
Notable Focus: Designed evaluation test suites benchmarked across millions of customer tokens.
PythonLangChainFastAPIpgvectorLlamaIndexHugging Face
P3Person 3
Mobile & Frontend LeadCross-Platform Mobile & Academic Mentorship
Takes most student project sessions and mobile blockers. Patient mentor, deep on Flutter, React Native, and passing app store reviews.
A passionate teacher and experienced mobile developer who has mentored over 250 engineering students. Strong expertise in cross-platform mobile architectures, state management patterns (Provider, Riverpod, Redux), Firebase integrations, and mobile security hardening.
Notable Focus: Mentored over 250 students through successful final-year capstone reviews.
FlutterReactReact NativeFirebaseTypeScriptTailwind
P4Person 4
Backend & Cloud Infrastructure EngineerEnterprise Backend & DevOps Triage
Covers Java, Spring Boot, relational databases, and cloud deployments. The person to call when code works locally but crashes on the server.
7 years of enterprise backend engineering experience managing production microservices, CI/CD pipelines, and high-volume relational databases. Known for lightning-fast diagnosis of circular dependencies, memory leaks, Docker build failures, and cloud permission mismatches.
Notable Focus: Diagnosed and resolved over 300 elusive server and database deadlock incidents.
JavaSpring BootAWSDockerKubernetesMySQL / Postgres