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Agentic Tools Architect
Turning the software companies into AI native businesses
Agentic Tools Architect

Agentic Tools Architect at Turning the software companies into AI native businesses · Remote only · 10 - 15 years · ₹40L - ₹50L / yr · Remote only · Posted 16 Oct 2026

HyrHub's logo

Agentic Tools Architect

at Turning the software companies into AI native businesses

Agency job
via HyrHub
10 - 15 yrs
₹40L - ₹50L / yr
Remote only
Skills
Redmine
skill iconRuby on Rails (ROR)
skill iconPython
Model Context Protocol (MCP)
skill iconPostgreSQL

Core Responsibilities

Operational Tools Architecture & Feature Planning 

  • Own the feature roadmap for operational tools — Odoo, Redmine, GitHub, and adjacent systems — from business-process discovery through design, planning, and phased delivery 
  • Serve as the subject-matter expert on how business processes (deal onboarding, delivery, support, finance, engineering operations) map onto tool capabilities, and where the gaps are 
  • Design cross-tool workflows and integrations so that work items, code, and business records flow between systems as one coherent operational fabric 

Agentic Implementation & Modernization 

  • Design agent-operable surfaces on each tool: typed, secure APIs, Model Context Protocol (MCP) servers, and webhook-driven automation that let AI agents read, create, and resolve operational work safely 
  • Lead incremental modernization of legacy tool deployments — upgrading versions, retiring brittle customizations, and replacing manual processes with agentic workflows without disrupting live operations 
  • Optimize agentic loops that operate on the tools for cost, speed, and integrity, with guardrails, audit trails, and human-in-the-loop checkpoints where they matter 

Plugin & Extension Engineering 

  • Architect and build Redmine plugins in Ruby on Rails, Odoo modules, and GitHub Apps/Actions that extend the products cleanly rather than forking them 
  • Engineer enhancements to be upgrade-safe across product versions — tracking upstream releases, isolating customizations behind stable interfaces, and planning migration paths 
  • Prioritize contract-first API design between human intent, agent execution, and the underlying tools 

Governance & Quality Control 

  • Act as the architectural reviewer for changes to Central tooling, including AI-generated pull requests and agent-authored configuration 
  • Mandate testing and characterization coverage around customizations so upgrades and agentic changes land deterministically 
  • Establish operational standards — access, data integrity, observability — for agents acting inside business-critical systems 

Required Qualifications 

  • 10+ years in software engineering, business-systems architecture, or platform engineering, with deep SME knowledge of operational tools such as Odoo, Redmine, GitHub, or comparable ERP/ITSM/DevOps platforms 
  • Expert-level proficiency in Ruby on Rails, including production experience building or maintaining Redmine plugins or comparable Rails-based extensions 
  • Strong command of business processes across delivery, support, and operations — able to translate how a business runs into how a tool should behave 
  • Practical agentic development experience: MCP, LLM tooling, AI-assisted automation, or agent-orchestrated workflows in production 
  • Proven track record building plugins, modules, and extensions that survive product version upgrades, with disciplined API and integration design 
  • Commitment to clean, tested, production-grade systems — including when the author of the code is an agent 

Preferred Qualifications 

  • Python and Odoo module development experience; PostgreSQL fluency 
  • Experience modernizing or migrating legacy tool deployments across major versions 
  • Background in SaaS transformation, scale-up, or PE-backed environments 


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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Us

We believe the future of software development is AI-native — where engineers operate at a higher level of abstraction and quality remains non-negotiable. 


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These principles define how we work at Incubyte. They are non-negotiable. 


Relentless Pursuit of Quality with Pragmatism 

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Job Description

This is a remote position.


Experience Level 


The Staff Software Craftsperson is a technical leadership role equivalent to an SDE-4/SDE-5. We are looking for seasoned engineers with 8+ years of hands-on experience who have transitioned from building great software to shaping the engineering culture and technical strategy of an entire organization. 

As a Staff-level crafter, your focus shifts from solving well-defined problems to identifying and solving the most complex, ambiguous technical challenges that impact our clients and our internal engineering standards. 


 

What You’ll Do as a Software Craftsperson 


Technical Vision & Architecture: Lead the architectural direction for complex, large-scale systems. You will balance the immediate needs of the business with long-term system health, ensuring our solutions remain simple, scalable, and resilient. 

Engineering Excellence at Scale: Champion disciplined engineering practices (TDD, Pair Programming, CI/CD) across multiple teams. You don’t just follow the bar; you raise it by introducing better patterns and tooling. 

AI Strategy & Mentorship: Drive our AI-native development model. You will experiment with and define how we use AI to accelerate the SDLC, ensuring the team uses these tools to enhance—rather than replace—deep technical judgment. 

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Strategic Client Partnership: Work as a technical consultant for high-stakes client engagements, translating vague business goals into robust technical roadmaps and navigating complex stakeholder environments. 

Systemic Problem Solving: Beyond resolving production issues, you identify "class-level" problems in our infrastructure or codebase and implement systemic changes to eliminate them permanently. 



Requirements

What We're looking for 


8+ years of experience building and maintaining high-scale production systems. 

Mastery of Fundamentals: Expert-level understanding of object-oriented design, functional programming, and system architecture (Microservices, Event-driven, etc.). 

Polyglot Mindset: High proficiency in Ruby on Rails and React/Angular, with the proven ability to architect solutions across multiple tech stacks (Python, Go, etc.) as needed. 

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Clear thinking and strong problem-solving ability, with the capacity to break down complex problems into simple, well-structured solutions.

A strong sense of ownership — you take responsibility for outcomes, care deeply about quality, and are not comfortable shipping work that does not meet your standards 




Benefits


Life at Incubyte ​ 

 

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Our environment is built for crafters: pairing, refactoring, experimenting with AI, and pushing the boundaries of software excellence. We are all lifelong learners, and our work is our passion. 


​

Perks 

 

Dedicated learning & development budget. 

Sponsorship for conference talks. 

Comprehensive medical & term insurance. 

Employee-friendly leave policies. 

Home Office fund 

Medical Insurance 

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Where creative engineering meets applied AI.


We build vertical, AI-native tools that unlock fresh insights and creative superpowers for clients in advertising, ecommerce, and beyond. We're a nimble team of founders and builders obsessed with using AI to solve real problems in ways that didn't exist eighteen months ago.


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What we're looking for

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About Us


We believe the future of software development is AI-native — where engineers operate at a higher level of abstraction and quality remains non-negotiable. 

Incubyte is a software craft consultancy where the “how” of building software matters as much as the “what”.  

We partner with companies of all sizes, from helping enterprises build, scale, and modernize to early-stage founders bring their ideas to life. 

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Our Guiding Principles 


These principles define how we work at Incubyte. They are non-negotiable. 


Relentless Pursuit of Quality with Pragmatism 


  We build high-quality systems without losing sight of delivery. 


Extreme Ownership 


  We take responsibility end-to-end for decisions, execution, and outcomes. 


Proactive Collaboration 


  We collaborate closely, challenge each other, and solve problems together. 


Active Pursuit of Mastery 


  We continuously improve our craft and raise our bar. 


Invite, Give, and Act on Feedback 


We seek, give, and act on feedback to get better every day. 


Ensuring Client Success 


We act as trusted partners and focus on real outcomes, not just output. 


Job Description


This is a remote position.


Experience Level


This role is ideal for engineers with total 5+ years of experience with a proven track record of shipping complex projects successfully.

An experienced individual contributor and leader who thrives in large, complex projects with widespread impact.


What You’ll Do as a Software Craftsperson 


  • Design and build high-quality, maintainable systems using disciplined engineering practices such as TDD, continuous refactoring, and pair programming 
  • Operate in an AI-native development model, using AI as a collaborator to explore architecture and design, accelerate development, and continuously improve systems while applying strong judgment to ensure that speed never compromises quality. 
  • Take end-to-end ownership of outcomes from problem understanding and system design to implementation, deployment, and operation in production 
  • Make thoughtful design decisions that balance simplicity, scalability, and long-term maintainability in real-world systems 
  • Maintain a high bar for engineering quality through rigorous testing, code reviews, and continuous feedback 
  • Investigate and resolve production issues, and implement systemic improvements to prevent recurrence 
  • Work directly with clients, navigate ambiguity, and translate business problems into well-designed technical solutions 
  • Contribute to improving team practices, tooling, and systems to raise the overall quality and effectiveness of engineering 



Requirements


What You’ll Bring 


  • 5+ years of experience building high-quality, production systems (flexible based on demonstrated capability) 
  • Strong fundamentals in software engineering, including object-oriented design, system design, and testing practices such as TDD 
  • Demonstrated ability to build simple, maintainable, and scalable systems with a focus on long-term reliability 
  • Proficiency in one or more modern technologies Python, React, AI, JavaScript, or TypeScript, with the ability to learn new technologies quickly 
  • Deep experience working with Git in collaborative environments, including managing shared codebases, conducting code reviews, and maintaining a high bar for quality 
  • Ability to operate effectively in an AI-native workflow using AI as a collaborator to explore solutions and accelerate development, while applying strong judgment to ensure correctness, quality, and maintainability 
  • Clear thinking and strong problem-solving ability, with the capacity to break down complex problems into simple, well-structured solutions 
  • A strong sense of ownership — you take responsibility for outcomes, care deeply about quality, and are not comfortable shipping work that does not meet your standards.



Benefits


Life at Incubyte ​


We are a remote-first company with structured flexibility. Teams commit to shared rhythms during core hours, ensuring smooth collaboration while maintaining autonomy. Twice a year, we come together in person for a co-working sprint and once a year for a retreat - with all travel expenses covered. 

 

Our environment is built for crafters: pairing, refactoring, experimenting with AI, and pushing the boundaries of software excellence. We are all lifelong learners, and our work is our passion. 


Benefits 


  • Dedicated learning & development budget. 
  • Sponsorship for conference talks. 
  • Comprehensive medical & term insurance. 
  • Employee-friendly leave policies. 
  • Home Office fund 
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About Us

We believe the future of software development is AI-native — where engineers operate at a higher level of abstraction and quality remains non-negotiable. 


Incubyte is a software craft consultancy where the “how” of building software matters as much as the “what”.  

We partner with companies of all sizes, from helping enterprises build, scale, and modernize to early-stage founders bring their ideas to life. 


Our engineers operate in an AI-native development model, using AI as a collaborator across the SDLC to accelerate development while upholding the discipline of software craftsmanship. Guided by Software Craftsmanship and Extreme Programming practices, we build reliable, maintainable, and scalable systems with speed, without compromising quality. If this way of building software resonates with you, we’d like to talk. 


Our Guiding Principles 

These principles define how we work at Incubyte. They are non-negotiable. 


Relentless Pursuit of Quality with Pragmatism 

 We build high-quality systems without losing sight of delivery. 


Extreme Ownership 

 We take responsibility end-to-end for decisions, execution, and outcomes. 


Proactive Collaboration 

 We collaborate closely, challenge each other, and solve problems together. 


Active Pursuit of Mastery 

 We continuously improve our craft and raise our bar. 


Invite, Give, and Act on Feedback 

We seek, give, and act on feedback to get better every day. 


Ensuring Client Success 

We act as trusted partners and focus on real outcomes, not just output. 



Job Description

This is a remote position.


Role Overview


As a Software Craftsperson I, you will have 2+ years or experience and will work on well-defined tasks as part of a team, building strong software engineering fundamentals and gradually increasing your independence.


You’ll work closely with experienced engineers, ask questions, seek feedback, and learn the team’s ways of working. You’ll contribute to building reliable, maintainable software while developing your skills in coding, testing, debugging, tooling, and documentation.


At Incubyte, AI is part of how we craft software. You’ll use AI to explore solutions, learn faster, improve code, write and review tests, debug issues, and get quick feedback — while developing a strong understanding of the fundamentals behind the work.

Responsibilities


Responsibilities


Deliver well-defined tasks on time, with increasing independence and support from experienced engineers when needed.

Write clear, reliable, and maintainable code by following established team patterns and practices.

Build strong fundamentals in testing, debugging, tooling, and documentation.

Actively seek feedback, learn from code reviews and peers, and apply feedback to improve your work.

Ask questions, understand the “why” behind tasks, and connect your work to customer value.

Communicate clearly about progress, blockers, and challenges; raise problems along with possible solutions.

Contribute positively to team ceremonies, collaboration, and continuous small improvements.

Use AI thoughtfully to support learning, coding, testing, debugging, and faster feedback.



Requirements


What We're Looking For


Expertise in Ruby on Rails, Test Driven Development, React, React.js or JavaScript, and TypeScript 

Strong skills in object-oriented programming, data structures, algorithms, and software engineering methodologies 

Ability to design and develop web architecture and optimize existing infrastructure 

Experience working in Agile and eXtreme Programming methodologies within a continuous deployment environment 

Interest in mastering technologies like web server ecosystems, relational DBMS, TDD, CI/CD tools 

Knowledge of server configuration and deployment infrastructure 

Experience using source control, bug tracking systems, writing user stories, and technical documentation



Benefits


Life at Incubyte

​

We are a remote-first company with structured flexibility. Teams commit to shared rhythms during core hours, ensuring smooth collaboration while maintaining autonomy. Twice a year, we come together in person for a co-working sprint and once a year for a retreat - with all travel expenses covered.


Our environment is built for crafters: pairing, refactoring, experimenting with AI, and pushing the boundaries of software excellence. We are all lifelong learners, and our work is our passion.


​

Perks

Dedicated learning & development budget.

Sponsorship for conference talks.

Comprehensive medical & term insurance.

Employee-friendly leave policies.

Home Office fund

Medical Insurance

Read more
Sagesure
Remote only
7 - 20 yrs
$30K - $36K / yr
skill iconPython
skill iconAmazon Web Services (AWS)
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skill iconReact.js
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This application supports policy processing, third-party integrations, compliance workflows, reporting, and intelligent automation capabilities. The ideal candidate is a strong software engineer first, capable of contributing across the full stack while helping scale and evolve the platform.


This role requires someone who can step into an existing system, understand complex workflows quickly, and independently deliver high-quality solutions.



Responsibilities


• Design, develop, and maintain full-stack application features across frontend and backend systems


• Build and support integrations with third-party systems and APIs


• Develop workflow-driven processes using Temporal


• Build scalable APIs and backend services using Python


• Maintain and optimize relational databases using PostgreSQL


• Develop reporting and analytics capabilities using charting libraries


• Contribute to AI-enabled features and integrations within the platform


• Improve CI/CD pipelines and deployment processes


• Participate in architecture discussions and help shape long-term technical direction


• Work closely with business and technical stakeholders to deliver production-ready solutions



Required Qualifications



Engineering


• at least 7+ years of full stack software engineering experience


• Strong proficiency in Python


• Strong frontend development experience with modern web frameworks


• Strong backend API development experience


• Experience designing and building scalable applications


• Strong understanding of software architecture and best practices


• Experience working in complex, integrated systems



Workflow and Orchestration


• Proven experience with Temporal


• Experience building and managing workflow orchestration patterns


• Familiarity with asynchronous processing and event-driven systems



Database and Reporting


• Strong experience with PostgreSQL


• Strong SQL and data modeling experience


• Experience building reporting dashboards and analytics features


• Experience with charting libraries such as Chart.js, D3.js, or Plotly



DevOps


• Experience with CI/CD pipelines


• Familiarity with containerized deployments


• Experience with cloud environments and modern development workflows



Preferred Qualifications


• Experience in insurance, surplus lines, or compliance-based applications


• Experience integrating with third-party vendors and external APIs


• Experience with AI tooling, LLM integrations, and context engineering


• Experience building intelligent automation features



What We Are Looking For


• Self-driven and highly autonomous


• Strong problem-solving ability


• Comfortable with ownership and accountability


• Able to contribute with minimal supervision


• Strong communication skills in English


• Comfortable working U.S.-based business hours



Ideal Candidate


A senior full stack engineer who can quickly contribute to an active production system, own features end-to-end, and help expand a platform that sits at the center of complex business workflows and integrations. Send resume with projects and contact information.

Read more
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₹20L - ₹30L / yr
Fullstack Developer
Fine-tuning LLMs
Model Context Protocol (MCP)
Artificial Intelligence (AI)
TypeScript
+2 more

About Us:


CLOUDSUFI, a Google Cloud Premier Partner, is a global leading provider of data-driven digital transformation across cloud-based enterprises. With a global presence and focus on Software & Platforms, Life sciences and Healthcare, Retail, CPG, financial services and supply chain, CLOUDSUFI is positioned to meet customers where they are in their data monetization journey.


Our Values


We are a passionate and empathetic team that prioritizes human values. Our purpose is to elevate the quality of lives for our family, customers, partners and the community.


Equal Opportunity Statement


CLOUDSUFI is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified candidates receive consideration for employment without regard to race, colour, religion, gender, gender identity or expression, sexual orientation and national origin status. We provide equal opportunities in employment, advancement, and all other areas of our workplace. Please explore more at https://www.cloudsufi.com/


Role :


A Software Engineer who builds the tools this company runs on. You build agent loops, and the loops build the solutions. You work towards a Company Brain that anyone here can ask.3–5 years’ experience · Reports to the CFO · 


THE KEY SKILL


You build the agent loops that build the solutions. You will not write every automation by hand. You build the loops that

write them. Ship a prototype every week. You ship something every day.


You’ll be building a Company Brain with access control. One system that holds what the company knows about finance,delivery and people. Anyone can ask it a question. Each person sees only what they are cleared to see.

One hard filter. If you cannot write and debug production code, and have not done it before, please do not apply.


CORE RESPONSIBILITIES


• Work the backlog: You pick items off a live, ranked backlog. You learn each function by building inside it. There is no discovery phase. What you learn goes back into the backlog and changes what comes next.


• Build the product: You design, build and ship tools that people use every day. Reconciliation, MIS, the deal desk,quote to cash, or whatever the real bottleneck turns out to be. You choose the tools and frameworks.


• Wire the data: Connect the systems each team already uses, so that the same number means the same thing everywhere.


• Make it visible: You build live dashboards and alerts that leaders read on their own, instead of asking someone for a report.


• Keep it running: You own uptime and accuracy for everything you build. Anything that touches money or people needs a person in the loop.


THE STACK


• Build with: Python and TypeScript. You write production code. Frontier model APIs from Anthropic, OpenAI or Google, with tool calling and structured output. At least one agent framework. MCP to connect agents to internal systems.Postgres and pgvector, or something similar, for retrieval. You deploy on GCP, and you debug your own work.


• Work in agents daily: Claude Code, Cursor or something like them, as the way you write code every day. You should have a clear view on how to run the loop, and on when a person has to step in.


• Connect to: The systems we already run on for accounting, CRM, hiring and IT support, along with Google Workspace.Most of the work is getting them to agree with each other.


• Check what you ship: Anything that produces a number needs a way to catch it going quietly wrong. Test sets, regression checks, and alerts on the output as well as on the job.


WHAT GOOD LOOKS LIKE


• Something you built is running by week two, and someone is using it.

• By day 90, time spent on reconciliation or reporting is down by a number you can defend to the CFO.

• Every tool you ship has a named owner who is still using it 60 days later. That is the measure that counts.

• Leaders stop asking for numbers, because they can already see them.

• By the end of your first year, a first version of the Company Brain answers real questions about Finance, and each

person who asks sees only what they are cleared to see.


WHO THIS IS FOR


• You have built products: 3 to 5 years at a software product company, on a product with real users at scale. That means 100k+ monthly active users, or heavy daily use by a large enterprise customer base. You have owned code in production, in front of real users, long after it shipped.

• You ship alone: You are comfortable as the only engineer in the room, and the only person on call for what you built.

• You work out new ground fast: A domain you do not know is interesting to you. You start without waiting for a spec or an expert.

• You are fluent with agents: One person cannot cover a whole company by hand. You use agent loops heavily and youare good at it.

• You write and speak clearly: Half this job is pulling a process out of a finance or delivery lead and giving it back to them correctly. You work remotely, so this matters a great deal.


HOW WE WILL ASSESS

• A design problem: Live. We give you a function of the B2B company, and you design the system for it. We watch how you break down a domain you do not know, how you size it, and what you leave out on purpose.

• A build exercise: Live and screen-shared, on your own setup, with your own agents. You build the way you normally build. We watch how you run the loop, when you step in, and what you decide to skip.

• Your work and your questions: We talk about what you have shipped before. You ask us whatever you want.


Communication is not a separate round. All three sessions are live, and how clearly you explain your thinking is part of how we judge you.


WHERE IT LEADS

You report to the CEO and CFO from your first day. Your charter covers the whole company. Nothing sits between you and production. Very few engineering jobs offer all three at once, and that is why this one exists.

In 18 months you will know how this company really runs: the data, the money, and the gaps between teams. The rolethen changes shape to fit whatever the biggest open problem is by then.

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Remote only
7 - 12 yrs
₹1L - ₹35L / yr
skill iconNextJs (Next.js)
Nest.js
skill iconNodeJS (Node.js)
skill iconPython
skill iconGo Programming (Golang)
+6 more

Role & Responsibilities

  • Own end-to-end architecture, system design, development, and production deployment of scalable, AI-powered applications.
  • Architect and develop high-performance backend services using Node.js, NestJS, TypeScript, Express.js, and Go.
  • Design scalable web applications using React.js and Next.js, and cross-platform mobile applications using Flutter and Dart.
  • Design distributed systems, microservices, event-driven architectures, and real-time applications capable of handling massive data volumes and high concurrent traffic.
  • Design and optimize PostgreSQL/MySQL databases, MongoDB, Redis caching, database indexing, transactions, and query performance.
  • Build real-time ride-booking, driver-allocation, location-tracking, and proximity-based matching systems using geospatial technologies such as PostGIS.
  • Design and implement REST APIs, WebSockets, secure authentication, authorization, RBAC, and third-party integrations.
  • Build and integrate Generative AI applications, LLM-powered chatbots, AI agents, RAG pipelines, embeddings, vector databases, tool calling, and intelligent automation workflows.
  • Develop AI and backend services using Python and integrate LLM platforms such as OpenAI, Claude, and Gemini.
  • Architect secure payment integrations, transaction workflows, webhook processing, idempotency, and payment reconciliation.
  • Design and implement cloud-native infrastructure using AWS, Docker, CI/CD pipelines, and production monitoring tools.
  • Ensure application security, scalability, reliability, performance, maintainability, and cost efficiency.
  • Lead technical decision-making, code reviews, debugging, performance optimization, documentation, and mentoring of developers.
  • Independently own critical engineering deliverables and drive products from concept and architecture through development, testing, deployment, and production support.

Preferred Candidate Profile

  • 710+ years of software development experience, with substantial hands-on experience in technical architecture and production-grade application development.
  • Expert-level proficiency in Node.js, NestJS, TypeScript, REST APIs, backend architecture, and microservices.
  • Strong experience with React.js, Next.js, and modern frontend architecture.
  • Hands-on experience with Flutter and Dart for Android and iOS application development.
  • Proven experience designing scalable systems, handling large data volumes, concurrent workloads, and performance-critical applications.
  • Strong experience with PostgreSQL, database design, indexing, query optimization, transactions, Redis, and geospatial systems.
  • Practical experience building and deploying LLM-powered applications, AI agents, RAG systems, embeddings, vector search, and AI workflow automation.
  • Proficiency in Python for AI integrations and backend services; Go language experience is highly desirable.
  • Strong understanding of authentication, authorization, application security, payment integrations, and secure API design.
  • Hands-on experience with AWS, Docker, CI/CD, Git, production deployments, logging, and monitoring.
  • Familiarity with Kafka/RabbitMQ, Kubernetes, LangChain/LlamaIndex, and event-driven architectures is an advantage.
  • Exceptional system-design, analytical, debugging, and problem-solving skills.
  • Strong ownership, independent execution, technical leadership, communication, and mentoring abilities.
  • Experience in startups or building products from scratch is highly desirable.

What We Expect

We are looking for a highly hands-on technical leader who can independently architect, design, develop, optimize, and deploy complex production systems. The ideal candidate must demonstrate genuine technical depth, strong engineering judgment, and the ability to lead end-to-end product development across backend, web, mobile, cloud, and AI technologies.

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