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Fullstack AI Engineer
Fullstack AI Engineer

Fullstack AI Engineer at Aeos Labs · Bengaluru (Bangalore) · 0 - 2 years · ₹7L - ₹9L / yr · Bootstrapped · Posted 22 Jul 2025

Aeos Labs's logo

Fullstack AI Engineer

Tejas Tholpadi 's profile picture
Posted by Tejas Tholpadi
0 - 2 yrs
₹7L - ₹9L / yr
Bengaluru (Bangalore)
Skills
TypeScript
skill iconPostgreSQL
skill iconNextJs (Next.js)
skill iconRedis
skill iconAmazon Web Services (AWS)
Large Language Models (LLM)
AI Agents

We are looking for someone with a hacker mindset who is ready to pick up new problems and build full stack AI solutions for some of the biggest brands in the country and the world.

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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 Aeos Labs

Founded :
2023
Type :
Products & Services
Size :
0-20
Stage :
Bootstrapped

About

We are an engineering team focused on applied AI and automation.

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Candid answers by the company

What does the company do?
What is the location preference of jobs?

We are an engineering team focused on applied AI and automation.

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Employment Type: Full-Time

Department: Engineering

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  • Backend Development: Develop scalable APIs and backend services using Node.js and AWS Lambda, following serverless and event-driven design principles.
  • Cloud Architecture: Build and maintain AWS-based serverless applications, including asynchronous processing workflows and serverless container workloads where appropriate.
  • Infrastructure as Code: Provision, configure, and manage cloud infrastructure using SST and infrastructure-as-code practices.
  • Database Engineering: Design and evolve PostgreSQL schemas, optimize queries, manage migrations, and ensure data integrity.
  • Technical Design: Contribute to architectural decisions involving data modeling, API contracts, system integration, and asynchronous processing patterns.
  • Production Readiness: Maintain high standards for code quality, automated testing, observability, reliability, and operational support.
  • Engineering Collaboration: Work closely with product managers, designers, and other engineers to translate requirements into reliable, maintainable solutions.
  • AI-Assisted Development: Use AI-powered development tools, including Claude Code, to improve engineering productivity, accelerate implementation, and support effective problem-solving.

Required Qualifications

  • 5+ years of professional software engineering experience.
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  • Solid React expertise, including component composition, state management, performance optimization, and reusable UI patterns.
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  • Practical experience designing and implementing REST APIs or equivalent service interfaces.
  • Strong hands-on experience with PostgreSQL, including schema design, query optimization, indexing, and database migrations.
  • Experience with SST for defining and managing cloud infrastructure.
  • Understanding of asynchronous processing, event-driven systems, and cloud application reliability.
  • Familiarity with software testing, debugging, code reviews, version control, and production troubleshooting.
  • Ability to take ownership of assigned work, work independently within established patterns, and deliver high-quality software consistently.
  • Experience using AI-assisted development tools, particularly Claude Code, as part of everyday engineering workflows.

Technical Skills and Tools

Experience with the following technologies and libraries will be valuable:

  • Frontend: React, TypeScript, TanStack, Motion, dnd-kit.
  • Backend: Node.js, AWS Lambda, serverless application development.
  • Cloud & Infrastructure: AWS, SST, serverless containers, event-driven architectures.
  • Database: PostgreSQL, relational data modeling, query optimization.
  • Utilities & Data Processing: Turf, ExcelJS, jsondiffpatch, dayjs.
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  • Understanding of Electronic Data Interchange (EDI) and integrations commonly used in logistics ecosystems.
  • Experience building systems that process complex operational data and asynchronous business workflows.
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  • Experience operating production applications on AWS with a focus on performance, observability, and reliability.

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  • Delivering end-to-end product features with minimal supervision and a strong sense of ownership.
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  • Modern Technology Stack: Work with TypeScript, React, Node.js, AWS serverless services, PostgreSQL, and modern infrastructure tooling.
  • AI-First Engineering: Contribute to a roadmap where AI is a core part of product development, not an isolated experiment.
  • Collaborative Environment: Work with a globally distributed engineering team that values pragmatic problem-solving and effective execution.
  • Hybrid Flexibility: Enjoy a hybrid working arrangement based out of our Hyderabad office.

Work Location

Hyderabad, India | Hybrid | Full-Time

If you are a hands-on full-stack engineer who enjoys solving complex technical problems, building reliable cloud-native applications, and delivering software with measurable real-world impact, we would love to hear from you.

Join CargoSprint and help build the technology that keeps global freight moving.

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  • Strong working experience with cloud platforms (AWS preferred), including scalability and enterprise cloud.
  • Solid grasp of software engineering fundamentals, including data structures, algorithms, and design patterns
  • Experience with security best practices in web and API development.
  • Experience with Test-Driven Development (TDD).
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  • Self-directed learning ability with capacity to independently research
  • Collaborative mindset with excellent communication skills for technical discussions
  • Customer-first mindset


AI-Specific Qualifications:

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  • Knowledge of AI-driven development tools and platforms such as Claude Code and GitHub Copilot in Agentic Mode.
  • Knowledge of AI-based security protocols and threat detection systems.
  • Experience integrating GenAI or Agentic AI agents into full-stack workflows (e.g., using AI for code reviews, automated bug fixes, or system monitoring).
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Preferred Experience:

- Hands-on experience with AWS services—Lambda, EC2, ECS, S3, DynamoDB, RDS;

-Certification in AWS required

- Practical knowledge of containerization (Docker) and infrastructure-as-code

- Experience building and maintaining CI/CD pipelines using tools like Jenkins, GitHub Actions, or GitLab CI

- Proficiency with PostgreSQL, including query optimisation and schema

- Frontend development experience with React or similar modern frameworks

- Backend API development using Node.js

- Comfortable reading/writing Python for scripting and automation

- Experience with microservices architecture and distributed systems

- Active use of GenAI tools (ChatGPT, GitHub Copilot, Claude, Codeium, etc.) in your development workflow

- Track record of implementing AI-powered features or intelligent automation


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- Prior experience in a support/on-call or SRE-adjacent rotation

- Experience debugging live production issues, not just local/staging environments

- Curiosity about system reliability, observability, and incident response practices

- Enthusiasm for staying current with emerging technologies, particularly

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Role Summary :

We are looking for a Full-Stack AI Engineer to build, deploy, and operate production-grade AI applications, including agentic shopping assistants and multimodal AI experiences. The role requires strong hands-on expertise in Python, TypeScript, LLM-based applications, real-time streaming, evaluation, and cloud infrastructure.

The ideal candidate can independently deliver end-to-end features across backend agent runtimes and frontend interfaces, with a strong focus on reliability, latency, cost optimisation, and production performance.


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  • AI Agent Development: Build and maintain Python-based agent runtimes using LLMs, tool calling, structured outputs, retrieval-augmented generation (RAG), multi-turn state, and human escalation workflows.
  • Full-Stack Engineering: Develop asynchronous Python APIs and TypeScript web components, implementing server-sent events (SSE), streaming interfaces, interactive product cards, and resilient client-side error handling.
  • LLM Evaluation: Build evaluation datasets and automated test harnesses using deterministic and model-based graders, regression gates, ablation studies, and pass@k/pass^k metrics.
  • Performance & Cost Optimisation: Improve response latency, time to first token, token consumption, caching efficiency, context management, and cost per conversation.
  • Production Operations: Implement distributed tracing, structured logging, LLM observability, monitoring, incident resolution, feature flags, controlled rollouts, and rollback mechanisms.
  • Cloud & DevOps: Deploy containerised services, manage CI/CD pipelines, infrastructure as code, and production workloads on cloud platforms.
  • E-commerce AI Integration: Integrate product search, catalogue data, product details, grounded recommendations, and commerce-related event tracking into AI-powered shopping experiences.
  • Virtual Try-On & Multimodal AI: Contribute to image-based generative AI applications, including embeddable frontend widgets and scalable backend services.
  • Internationalisation & Scalability: Support multilingual experiences, brand-specific configurations, localisation, currency handling, and backward-compatible integrations.
  • Cross-Functional Collaboration: Work with product, business, and engineering stakeholders to troubleshoot quality issues and deliver measurable improvements to customer experience and business outcomes.


Essential Skills & Experience :

  • Strong hands-on experience with Python and TypeScript.
  • Production experience building LLM-powered applications using tool/function calling, structured outputs, streaming, retries, context management, and RAG.
  • Strong understanding of asynchronous Python, REST APIs, SSE, and event-driven communication.
  • Practical experience designing LLM evaluation frameworks, test datasets, automated graders, regression testing, and evaluation metrics.
  • Experience deploying and operating cloud-based applications, containerised services, CI/CD pipelines, and infrastructure as code.
  • Familiarity with production observability, distributed tracing, structured logging, performance monitoring, and incident management.
  • Experience with caching, latency optimisation, token and inference cost management, feature flags, and safe deployment strategies.
  • Strong software engineering fundamentals, debugging skills, and end-to-end ownership of production features.


Preferred Skills :

  • Experience with agent frameworks such as Google ADK, LangGraph, or Claude Agent SDK.
  • Hands-on exposure to Google Cloud Platform, Vertex AI, Gemini, FastAPI, and Cloud Run.
  • Experience with frontend frameworks and tools such as Lit, Next.js, esbuild, and Vitest.
  • Familiarity with PostgreSQL, BigQuery, OpenTelemetry, Opik, and LLM tracing platforms.
  • Knowledge of MCP servers, sub-agents, agent-to-agent integrations, and retrieval systems.
  • Experience with e-commerce search, multimodal AI, image generation, virtual try-on, and third-party web embeds.
  • Understanding of prompt-injection mitigation, multilingual applications, and inference performance optimisation.
  • Effective use of AI coding assistants and developer productivity tools.


Role Expectations :

  • Deliver production-ready features across both backend AI services and frontend applications.
  • Demonstrate evaluation evidence, observability, and safe rollout practices for AI-driven changes.
  • Balance response quality, reliability, latency, infrastructure costs, and user experience.
  • Work effectively within existing systems, maintaining backward compatibility and planning migrations and rollbacks.
  • Take ownership of troubleshooting, continuous improvement, and production reliability.
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Artificial Intelligence (AI)
+1 more

Total Experience: 4+ years

Mode of Hire: Permanent

Required Skills Set (Mandatory): HTML, JavaScript, Node.js, Express.js, MongoDB, React/Next.js, AI Integration (LLMs/APIs - OpenAI, Anthropic, Gemini)

Desired Skills (Good if you have): Cloud Platforms (AWS), System Design, Application Security


What is the role all about?

We're hiring full-stack engineers who build with AI, not the traditional way. You should be fluent in modern web engineering, primarily Node.js, and just as fluent in using LLMs and AI tools (Cursor, Claude Code, and similar) to ship fast. Work that once took a month should take a week; what took a week should take a day.


The role spans a range, from architecting backends for non-trivial products like assistants and agents, to rapidly turning a requirement into a clean, customer-facing app or MVP. Be strong in at least one area, be comfortable across the system as a whole, and tell us where you're strongest so we can place you accordingly.

What will you do?

  • Plan, build, and ship product features end-to-end, with AI embedded where it has the most impact.
  • Integrate LLMs and AI APIs into production-grade applications.
  • Use AI tools to prototype, build, and deliver at high speed without sacrificing quality.
  • Design scalable APIs and data models with Node.js, Express.js, and MongoDB.
  • Build responsive, performant, customer-facing interfaces with React/Next.js.
  • Contribute to design discussions, code reviews, and architectural decisions.


What are we looking for?

AI leverage: 

  • You've shipped real things using LLMs or AI APIs and instinctively reach for AI to move faster. 
  • Comfortable with prompt engineering and judging AI output for production-readiness.

Engineering depth and delivery:

  • Solid fundamentals: problem-solving, data structures, and how systems fit together. 
  • At least 2+ years across frontend (React/Next.js), APIs (Node.js/Express.js), and databases (MongoDB). 
  • You write clean, production-grade code and you ship.
  • Knowledge of application security or ethical hacking is an advantage.


Culture

  • Work with performance-oriented teams driven by ownership and passion.
  • Learn to design systems for high accuracy, efficiency, and scalability.
  • No strict deadlines, focus on delivering quality work.
  • Meritocracy-driven, candid culture. No politics.
  • Very high visibility regarding which startups and markets are exciting globally.


About Tracxn

Tracxn (Tracxn.com) is a Bangalore-based product company that provides a research and deal-sourcing platform for Venture Capital, Private Equity, Corp Dev, and professionals in the startup ecosystem.

We are a team of 800+ working professionals serving customers across the globe. Our clients include Funds such as Andreessen Horowitz, Matrix Partners, and GGV Capital, as well as Large Corporates such as Citi, Embraer & Ferrero.


Founders

  • Neha Singh (ex-Sequoia, BCG | MBA - Stanford GSB)
  • Abhishek Goyal (ex-Accel Partners, Amazon | BTech - IIT Kanpur)


About Technology Team

Tracxn's Technology team is 50+ members strong and growing. The technology team is subdivided into multiple smaller teams, each of which owns one or more services/components of the technology platform. Ours is a young team of motivated engineers with a minimal management structure, in which almost everyone is actively involved in technical development and design. We have a team-centric culture where ownership and responsibility for a feature or module lie with a team rather than an individual.

We work on an array of technologies, including but not limited to ReactJS, Next.js, Storybook, Webpack, Node, Mongo, AWS Lambda, Spring, Elastic Stack, MySQL, Kafka, Redis, Ansible, etc.

We value ownership, continuous learning, consistency, and discipline as a team.

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