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Santhosh PatelSanthosh Patel
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Building scalable...systems that ship.

I design and ship AI agents, retrieval systems, and full stack products, from idea to production, end to end.

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AI Agents·Multi-Agent Systems·RAG Systems·LLM Evaluation·Openclaw·Python·TypeScript·FastAPI·Node.js·React·LangChain·Tauri·Docker·PostgreSQL·Vector Databases·Prompt Engineering·AI Agents·Multi-Agent Systems·RAG Systems·LLM Evaluation·Openclaw·Python·TypeScript·FastAPI·Node.js·React·LangChain·Tauri·Docker·PostgreSQL·Vector Databases·Prompt Engineering·AI Agents·Multi-Agent Systems·RAG Systems·LLM Evaluation·Openclaw·Python·TypeScript·FastAPI·Node.js·React·LangChain·Tauri·Docker·PostgreSQL·Vector Databases·Prompt Engineering·
About

Ibuildsoftwarethatthinks.Agentsthatreasonthroughcomplexproblems,retrievalsystemsthatpulltherightcontextattherightmoment,andfullstackproductsthattieitalltogetherintosomethingrealpeoplecanactuallyuse.

Over the past three years I have worked across early stage startups and established product teams, shipping everything from autonomous agent pipelines to polished user interfaces. My stack spans Python, TypeScript, React, FastAPI, and Node.js, but what I care about most is building things that hold up in production and solve problems that matter. I am drawn to the space where AI stops being a demo and starts being a dependable part of how work gets done.

View Resume
3+
Years in the craft
25+
Systems in production
20+
Agents shipped
8
Companies worked with
Selected Work

Craftingautonomoussystems.

Explore production grade AI agents, multi agent evaluation systems, and full stack frameworks engineered for scale.

Experience

70%

Hallucination reduced

40%+

Reduction in Manual Operations

95%+

API Reliability & Uptime

45%+

AI Cost Reduction

Work thatmoved the needle.

From freelance RAG builds to leading Multi-Agent systems, each role added a layer of production depth, measurable impact, and shipped software.

Highlighted role

Product AI Engineer

Employlabs

End-to-end AI product architecture, design, deployment, and continuous feature evolution

  • Product AI Engineer

    Employlabs

    End-to-end AI product architecture, design, deployment, and continuous feature evolution

    Responsible for taking AI product ideas from concept to production, including product design, architecture, development, testing, deployment, and continuous feature evolution.

    Achievements

    • Taking AI product ideas from concept to production across full product and engineering lifecycles
    • Leading product design and system architecture for production AI applications
    • Developing, testing, and deploying scalable full-stack AI features and robust backend services
    • Driving continuous feature evolution, performance monitoring, and model optimization

  • AI Engineer (Full Stack & Agent Systems)

    Enculture

    Multi-agent systems, developer automation, and production LLM pipelines

    Designed and deployed production-grade AI systems, RESTful APIs, and autonomous agent loops using TypeScript/Node.js and FastAPI to automate developer workflows and scale reasoning capabilities.

    Achievements

    • Built production AI systems and designed RESTful APIs in TypeScript/Node.js with FastAPI, integrating large language models
    • Designed multi-agent systems for reasoning, planning, and execution
    • Developed OpenClaw-based GitHub SWE agent for issue-to-PR automation
    • Built webhook pipelines, tool integrations, and sandboxed execution environments with tool-calling architectures
    • Optimized inference pipelines for cost, latency, and scalability
    • Implemented retrieval-augmented generation (RAG) pipelines to enhance context retrieval and response accuracy

    Related work

  • AI Consultant (Nethermind Projects)

    Demerzel Solutions

    Agent validation, rule-based workflows, and design strategies

    Designed validation pipelines and agent architectures for Nethermind projects, establishing safety guardrails, prototyping decentralized data systems, and drafting technical design documentation.

    Achievements

    • Designed AI agents and audit systems for workflow and code validation
    • Built LLM-based and rule-based validation pipelines with AI guardrails for safe execution
    • Prototyped decentralized AI data systems and agent workflows
    • Delivered technical documentation and system design strategies

  • Full Stack AI Developer

    CRE8TAR

    Full-stack AI apps, real-time inference, and polished user interfaces

    Architected and deployed full-stack AI products, developing Next.js/React frontends, FastAPI/Node.js backends for real-time inference, and structuring robust API systems.

    Achievements

    • Architected AI applications integrating LLMs into production workflows
    • Built FastAPI and Node.js backends for real-time inference
    • Developed frontend using Next.js and React
    • Documented APIs, system flows, and scaling strategies

  • Freelance AI Agent Developer & RAG Engineer

    Freelance

    Intelligent agents, semantic search, and hallucination control

    Developed custom AI agents and robust Retrieval-Augmented Generation (RAG) pipelines for clients, focusing on vector retrieval accuracy and response validation.

    Achievements

    • Built intelligent agents using LangChain, Langflow, and PyTorch
    • Developed RAG systems with semantic search and dynamic context retrieval
    • Implemented hallucination control and response validation pipelines

  • Data Engineer

    MyGateway

    Web3 ETL pipelines, dataset management, and credential solutions

    Engineered data pipelines and workflows for blockchain transaction and credential systems, enabling secure digital identity management and automated reporting.

    Achievements

    • Built data management applications and ETL pipelines for blockchain wallet and transaction data
    • Managed user, credential, and transaction datasets across Web3 systems
    • Developed workflows for data extraction, transformation, reporting, and analytics
    • Supported secure digital credential issuance and identity management solutions

  • Backend Engineer Part-Time

    Homesify

    API services, order management, and automated workflows

    Contributed to backend development and data workflows, helping build order management APIs, process business datasets, and implement ETL scripts for reporting.

    Achievements

    • Worked on order management systems, data analysis, and ETL pipelines
    • Assisted in developing and maintaining APIs and backend services
    • Processed large datasets and managed worksheets and business data
    • Built data workflows to support reporting, automation, and operational efficiency
Toolkit

Stack Ireach for.

The technologies behind agents, retrieval, full stack delivery, and the infrastructure that keeps it all running in production.

21

Core in projects

58

In rotation

Full Stack & Mobile Development

Languages, frameworks, cross-platform mobile & desktop systems

01
13 tools

AI Agents & Orchestration

Agent frameworks, LLM models, evaluation, and developer workflows

02
12 tools

ML, RAG & Data Systems

Deep learning models, vector databases, retrieval, and storage

03
11 tools

APIs, Cloud & DevOps

APIs, microservices, hosting, infrastructure, and CI/CD pipelines

04
22 tools

Explore

Hover a skill or project to see how the stack connects to shipped work.

Beyond Code

AI is my craft, but my curiosity extends into the physical sciences, biological systems, and the engineering of matter itself.

Beyond building software that thinks, I study and explore the convergence of intelligence with nanotechnology, biotechnology, health systems, and mechatronics, driven by a belief that the most meaningful innovation happens where disciplines meet.

Nanotechnology

Atomic-scale engineering

Fascinated by the design and assembly of materials at the molecular level, including carbon nanotubes, graphene lattices, and programmable matter that blur the line between chemistry, physics, and engineering.

GrapheneMolecular AssemblyAdvanced MaterialsNanoscale

Biotechnology

Code meets biology

Exploring how computational methods, from sequence analysis to AI-driven drug discovery, can accelerate breakthroughs in genomics, synthetic biology, and bioinformatics.

GenomicsSynthetic BiologyBioinformaticsCRISPR

Health Technology

Engineering for human well-being

Interested in the systems that bridge clinical medicine and technology, such as patient telemetry, biomedical devices, health data pipelines, and AI-assisted diagnostics that make healthcare more accessible.

BiomedicalDiagnosticsPatient DataWearables

Mechatronics

Bridging software and physical systems

Drawn to the intersection of control systems, robotics, and embedded intelligence, where software reasoning translates into precise physical movement and real-world actuation.

RoboticsControl SystemsEmbedded AISensor Fusion
Contact

Let's build
something real.

Schedule a meet on Wellpin↗
santhoshpatel002@gmail.com
Based in
India · globally connected

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