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Evidence Index
Sattyam Jain
Tech Lead (AI Architecture)
Agentic Systems • LLMOps • AgentOps
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Technical Skills
Core Stack: Python, Rust, TypeScript, SQL, Bash
Agentic Architecture: LangChain, LangGraph, AutoGen, MCP, E2B, RAG, Multi-Agent Orchestration
LLM Reliability: Eval Harnesses, Tracing, Observability, Prompt Injection Defense
Cloud & Platform: AWS, Azure, Docker, Kubernetes, Terraform, Datadog, Sentry
FinOps & Governance: Token Optimization, Cost Routing, Audit Trails, Budget Enforcement
Open Source
pyAGI - Acquired by AGI House (SF)
FerrumDeck - Rust AgentOps Control Plane
ZeroTrust - AI Security (Chrome)
pyluca - Double-entry accounting (60+★)
pydictable - JSON schema validator
Education
MCA
MITS, Gwalior
CGPA: 8.9 • 2017-2020
B.Sc.
B.B.C. College, Jhansi
2014-2017
Writing
Medium & Dev.to
Claude Code Setup - Featured
Professional Summary
Tech Lead (AI Architecture) with 6+ years building production agentic systems, LLMOps infrastructure, and AgentOps control planes. At Attri.ai, architected Agentify—a multi-agent orchestration platform with 15+ specialized agents, governance policies, and comprehensive observability. Specialize in agentic architecture (planning, tools, memory, HITL), LLM reliability (evals, tracing, prompt injection defense), and FinOps (token routing, cost budgets). Notable: pyAGI framework acquired by AGI House (SF). Also building MannSetu—voice-first AI wellness platform with 50+ active users.
Professional Experience
Tech Lead (GenAI Architecture) — Promoted Oct 2025
Dec 2024 - PresentAttri.ai • Ahmedabad, India
Python, FastAPI, MCP, E2B, LangChain, Datadog, Sentry, PostHog
- Architected Agentify, an orchestration layer managing 15+ specialized agents (Coder, QA, Architect) with asynchronous hand-offs and governance policies
- Engineered Token Optimization Strategy reducing LLM inference costs by ~70% via Cascading Router—routing simple queries to smaller models, reserving advanced reasoning for complex tasks
- Achieved high platform reliability by isolating agent code execution inside E2B micro-VMs, preventing unverified code from affecting the core application
- Built eval harnesses and tracing infrastructure for agent reliability scoring, tool-call accuracy, and latency monitoring
- Implemented MCP integrations for standardized tool connections across 10+ external services with audit trails
- Designed multi-tenant SaaS architecture with Stripe billing, budget enforcement, and zero-downtime deployments
Senior AI EngineerDec 2023 - Nov 2024
Zenarate • Gurugram, India (Hybrid)
Python, LLM APIs, AWS, FastAPI, Azure CLU, SQL
- Implemented LLM-powered conversational AI with prompt engineering, improving response latency by 40%
- Built predictive analytics pipelines using Azure CLU/LUIS, boosting reporting accuracy by 15%
- Redesigned system architecture reducing downtime by 30% and accelerating AI deployments by 25%
- Developed RESTful APIs with FastAPI ensuring secure, scalable backend infrastructure
Software Developer → Team Lead — Promoted May 2023
Dec 2020 - Nov 2023MyShubhLife (FinTech) • Bengaluru, Karnataka
Python, Java, AWS, ReactJS, YouTrack, Docker, PostgreSQL, SaaS
- Led development of Kautilya LMS, a robust SaaS product serving 500+ users with course management and certification
- Reduced partner onboarding time by 50% by implementing streamlined, less tech-dependent processes
- Built Heimdall from scratch—an ERP control tool for real-time visibility into 50+ partner integration endpoints
- Developed backend services and APIs for loan processing, customer onboarding, and financial analytics
IDRONECT & Freelance (Jul-Nov 2020) — Full Stack Developer. Drone processing app, e-commerce platform.
Actonate Technologies (Jan-Jun 2020) — Intern. ReactJS/NodeJS project with streaming protocols.
Key Projects
Agentify — Multi-agent orchestration platform with 15+ specialized agents. Governance policies, eval harnesses, MCP integrations, E2B sandboxed execution.
FerrumDeck — Agent Control Plane built with Rust + Python. Solves non-determinism in agents via deterministic governance layer, deny-by-default tools, approval gates, and full observability.
MannSetu — Voice-First Real-time AI. Low-latency audio pipelines using Whisper + sentiment analysis for conversational interrupts. 50+ active users. Hindi/English/Hinglish.
pyAGI (Acquired May 2023) — Early Python agentic framework. Proved autonomous loop concepts before market adoption. Acquired by AGI House (SF).
ZeroTrust — Published Chrome extension. On-device AI via WebGPU for website security scanning. Zero data leaves browser.
Achievements & Certifications
- pyAGI Acquisition: Framework acquired by AGI House (Kyle Morris, banana.dev co-founder) — proof
- FinOps Impact: ~70% LLM cost reduction via cascading router and token optimization strategies
- Deep Learning Specialization: Andrew Ng (Coursera/deeplearning.ai)
- GitHub: 47 repos | Pull Shark ×4 | Arctic Code Vault Contributor
- MannSetu: 50+ active users — live product
Looking for Tech Lead / AI Architecture roles
Open to: Tech Lead, AI Architect, GenAI Engineering Lead, AI Platform Engineer. Remote or India GCCs.