┌SAGAR // AI SYSTEMS
PRODUCTION RUNTIME • v2.6.0┐
AI Systems & Autonomous Agent Architecture
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AI ENGINEER · AGENTIC SYSTEMS · VOICE AI

Engineering Autonomous Systems & Production AI.

01 / Identity & Architecture

Taking systems from vague asks to live production.

AI engineer who builds agents that make decisions, with around two years across freelance client delivery and internships. Ships agentic systems end to end: a three-stage LLM guardrail agent packaged as an MCP plugin and adopted inside Claude Desktop, Cursor and Codex, multilingual voice agents, and full-stack AI products for 10+ clients. Comfortable owning a feature from prompt and tool design through deployment and evaluation. Looking for an early-stage team where I can build AI-native product.

17Shipped Systems
06Skill Domains
40+Core Technologies
1+Year Production Exp
AUTONOMOUS SYSTEMS ARCHITECTURE
AUTON
MOUS
[ 02 · TIMELINE ]

From Foundational Logic to Autonomous AI Systems.

Milestones, production deployments, and consulting record (2021 – 2026).

01/6
2021

B.Tech in Computer Science & Engineering

Enrolled Sep 2021
Milestone:Assam Down Town University, Guwahati · 4-Year B.Tech CSE (Sep 2021 – Jul 2025)

Began formal engineering degree, focusing on core programming in C and Python, data structures, algorithms, and Linux systems.

PythonC/C++Data StructuresAlgorithmsLinuxGit

Full-Stack Web Development & Scripting

2nd Year B.Tech
Focus:Personal & Academic Builds · Scripting, APIs & Relational Databases

Built practical web utilities and automation scripts, deepening hands-on work with JavaScript, Python, REST APIs, and relational databases.

JavaScriptPythonHTML5CSS3REST APIsSQLGit

Production Web Engineering

Synar & Kareng
Roles:Web Developer → Associate Software Engineer at Synar Technology (May–Nov 2023) · App & Web Developer Intern at Kareng Technologies (Jul–Aug 2023)

At Synar Technology, built production React.js and Flask web applications, improving render performance by 20% and earning promotion to Associate Software Engineer. Built mobile-first cross-platform apps at Kareng Technologies.

React.jsTypeScriptFlaskPythonPostgreSQLTailwind CSSREST APIs

Machine Learning & Enterprise Pipelines

IOCL Intern
Role:Software Engineer Intern at Indian Oil Corporation Limited (IOCL) (Jun–Jul 2024)

At IOCL, trained a linear regression forecasting pipeline on market data and constructed an automated Flask dashboard that reduced processing time by 40%. Concurrently deployed a 60 FPS YOLOv8 vision system.

Pythonscikit-learnpandasFlaskYOLOv8DockerRedisPlaywright

Degree Completion & Consultancy Launch

B.Tech Graduate · Consultant
Milestone:Graduated B.Tech in CSE (Jul 2025) · Launched Independent AI Consultancy (May 2025)

Completed B.Tech capstone project with an automated ECG signal processing suite in Python, NumPy, and SciPy for QRS detection. Graduated in July 2025 and launched independent AI consultancy delivering production client platforms.

NumPySciPySignal ProcessingPythonFastAPINext.jsTypeScriptPostgreSQL

Autonomous Agent Architectures & Voice AI

AI Native Engineer
Practice:Independent AI Native Consultant · Enterprise Client Systems

Architected Sentinel, an open-source 3-stage LLM safety guardrail shipped as an MCP plugin. Built multilingual autonomous voice agents on Vapi and Twilio, and engineered evaluation harnesses with fail-safes.

Model Context ProtocolLangGraphFastAPIVapiTwilioWebSocketsDockerNext.js 15
[ 03 · PRODUCTION STACKS ]

Production Toolchains & Runtimes.

Frameworks, model protocols, and infrastructure proven across live client deployments.

01 / Agentic AI·Agentic AI Architecture

Model Context Protocol

Production Role:

Intercepts and blocks destructive AI agent terminal & file operations with zero unauthorized escapes.

<5ms Gateway Check
04 / Selected Work

Engineered for Autonomy & Scale.

⇄ Card 1 of 9
View All 17 Systems Archive
05 / Engineering Conviction

Nevershipblindautonomy.

Everyautonomoussystemrequiresadeterministicwitness: verify before trust, guarantee atomic rollback.

[Deterministic]Structural AST proofs verify system invariants.
06 / Engineering & Profile

Building intelligent systems
ready for production.

I engineer autonomous AI agents, conversational voice systems, and reliable full-stack applications. Focused on clean architecture, sub-second responsiveness, and software that delivers real-world value.

Direct Connect
AVAILABLE FOR OPPORTUNITIES

Open for full-time engineering roles, autonomous AI architecture, and high-impact product engineering. Connect directly through the verified pathways below.

SAGAR MAHAJANAutonomous AI & Voice Systems
VerifyScaleAutonomy
Sagar Mahajan

Sagar Mahajan

AI Engineer & Systems Architect

IDSM-2026-AI
LocationHyderabad, IN (IST)
ValidPermanent
PORTFOLIO VERIFICATIONsagarmahajan.cloud
NO. SM-2026-AIPermanent
SYSTEM AUTH KEYsagarmahajan.cloud
Scan or Click for Portfoliosagarmahajan.cloud
17 Production Systems,
MCP specs & source code.
Direct Access
Sagar Mahajan
Authorized Systems Architect
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