System Administrator

Job Title: AI Engineer

Location: Bangalore, India

About Us:

Meraki Labs stands at the forefront of India's deep-tech innovation landscape, operating as a dynamic venture studio established by the visionary entrepreneur Mukesh Bansal. Our core mission revolves around the creation and rapid scaling of AI-first and truly "moonshot" startups, nurturing them from their nascent stages into industry leaders. We achieve this through an intensive, hands-on partnership model, working side-by-side with exceptional founders who possess both groundbreaking ideas and the drive to execute them.

Currently, Meraki Labs is channeling its significant expertise and resources into a particularly ambitious endeavor: a groundbreaking EdTech platform. This initiative is poised to revolutionize the field of education by democratizing access to world-class STEM learning for students globally. Our immediate focus is on fundamentally redefining how physics is taught and experienced, moving beyond traditional methodologies to deliver an immersive, intuitive, and highly effective learning journey that transcends geographical and socioeconomic barriers. Through this platform, we aim to inspire a new generation of scientists, engineers, and innovators, ensuring that cutting-edge educational resources are within reach of every aspiring learner, everywhere.

Role Overview:

As an AI Engineer on the Capacity team, you will design, build, and deploy the intelligent systems that power our AI Tutor and Simulation Lab.

You’ll collaborate closely with prompt engineers, product managers, and full-stack developers to build scalable AI features that connect language, reasoning, and real-world learning. This is not a traditional ML ops role,  it’s an opportunity to engineer how intelligence flows across the product: from tutoring interactions to real-time physics reasoning.

Your Core Impact

• Build the AI backbone that drives real-time tutoring, contextual reasoning, and simulation feedback.
• Translate learning logic and educational goals into deployable, scalable AI systems.
• Enable the AI Tutor to think, reason, and respond based on structured academic material and live learner inputs.

Key Responsibilities:

1. AI System Architecture & Development

• Design and develop scalable AI systems that enable chat-based tutoring, concept explainability, and interactive problem solving.
• Implement and maintain model-serving APIs, vector databases, and context pipelines to connect content, learners, and the tutor interface.
• Contribute to the design of the AI reasoning layer that interprets simulation outputs and translates them into learner-friendly explanations.

2. Simulation Lab Intelligence

• Work with the ML team to integrate LLMs with the Simulation Lab; enabling the system to read experiment variables, predict outcomes, and explain results dynamically.
• Create evaluation loops that compare student actions against expected results and generate personalized feedback through the tutor.
• Support the underlying ML logic for physics-based prediction and real-time data flow between lab modules and the tutor layer.

3. Model Integration & Optimization

• Fine-tune, evaluate, and deploy LLMs or smaller domain models that serve specific platform functions.
• Design retrieval and grounding workflows so that all model outputs reference the correct textbook or course material.
• Optimize performance, latency, and scalability for high-traffic, interactive learning environments.

4. Collaboration & Research

• Partner with Prompt Engineers to ensure reasoning consistency across tutoring and simulations.
• Work with Product and Education teams to define use cases that align AI behavior with learning goals.
• Stay updated with new model capabilities and research advancements in RAG, tool use, and multi-modal learning systems.

5. Data & Infrastructure

• Maintain robust data pipelines for model inputs (textbooks, transcripts, lab data) and evaluation sets.
• Ensure privacy-safe data handling and continuous model performance tracking.
• Deploy and monitor AI workloads using cloud platforms (AWS, GCP, or Azure).etc.

Soft Skills:

• Strong problem-solving and analytical abilities.
• Eagerness to learn, innovate and deliver impactful results.
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Required Qualifications & Skills

• 3–4 years of experience in AI engineering, ML integration, or backend systems for AI-driven products.
• Strong proficiency in Python, with experience in frameworks like FastAPI, Flask, or LangChain.
• Familiarity with LLMs, embeddings, RAG systems, and vector databases (Pinecone, FAISS, Chroma, etc.).
• Experience building APIs and integrating with frontend components.
• Working knowledge of cloud platforms (AWS, GCP, Azure) and model deployment environments.
• Understanding of data structures, algorithms, and OOP principles.

• Angular.JS experience
• MongoDB query and aggregation experience (not a database administrator)
• GraphQL experience
• Node.JS and Typescript experience
• CSS and SCSS experience
• CI/CD experience with GitHub actions

• Software development experience, one of Python (preferred) or Node.JS/Typescript)
• Experience with Messaging architectures - RabbitMQ (preference) or Kafka
• Experience with docker-containers 
• Experience with Apache NiFi (valued but not necessary)
• Experience with designing or implementing horizontally scalable solutions
• Experience working with RESTful APIs
• CI/CD experience with GitHub actions
• Experience with Azure cloud

Tech Lead (Job Description)

About Us

Geo-Insighter is a SaaS-based Next Generation GIS tech start-up working towards helping multiple industries in solving drone data visualisation, analytics and processing problems. It has one of the most advanced Geo-Video players with world-class features and tools to get productive outcomes.

The expectation of the Position: Works independently under limited supervision and applies knowledge of the subject matter in Applications Development. Possess sufficient knowledge and skills to effectively deal with issues, and challenges within the field of specialisation to develop simple application solutions. Second-level professional with a direct impact on results and outcomes. Directly responsible for complete development in the company while directly reporting to founders.

Responsibility And Duty

Key Responsibility Area :

• The candidate must possess a strong technology background with advanced knowledge of Angular 2+, NodeJs, Cloud and web technologies.
• At least 3+ years of strong experience with enterprise-wide systems/platform web development using Angular 8+ as the frontend framework.
• Having strong knowledge of working with JavaScript/Typescript concepts and ES6 features.
• Good understanding of coding principles like modularity, and re-usability.
• Knowledge in Angular UI frameworks like Bootstrap, and Angular Material and should be good in developing Responsive applications
• Thorough knowledge of working with HTML5 language and CSS3.
• Strong experience in managing User Interfaces for data-intensive platforms.
• Hands-on experience in third-party libraries for Graphs, Complex Data Tables, Full calendars etc.
• Strong Experience in Version control like GIT.
• Ability to understand requirements and design UX and translate UX designs into actual product implementation.
• Self-starter with the ability to take a task to completion independently.
• CI/CD pipeline (Build and deploy) for Angular applications.
• Knowledge of AWS Cloud Services
• Must understand Caching strategy and implementation
• Leverage CSS effectively
• Experience in handling a team of at least 5 people.
• Understand all security measures required in deploying the application
• Deep understanding of application architecture

Skills

Must-Have :

• The candidate must possess a strong technology background with advanced knowledge of Angular 2+, NodeJs, and Cloud and web technologies.
• At least 3.5+ years of strong experience with enterprise-wide systems/platform web development using Angular 7+ as the frontend framework.
• Understanding NodeJs (Backend Technologies) along with MongoDB (NoSQL).
• Having strong knowledge of working with JavaScript/Typescript concepts and ES6 features.
• Understanding of cloud technologies 
• Good understanding of coding principles like modularity, and re-usability.
• Knowledge of Angular UI frameworks like Bootstrap, and Angular Material and should be good in developing Responsive applications.
• Thorough knowledge of working with HTML5 language and CSS3.
• Strong experience in managing User Interfaces for data-intensive platforms.
• Strong Experience in Version control like GIT.
• Experience in handling a team of at least 5 People.
• Understand all security measures required in deploying the application.
• Entrepreneurial mindset

Nice to Have :

• Understanding of mobile application development, using flutter.
• Understanding of IoT.
• Familiar with GPS, accelerometer and other mobile sensors.
• Previous Startup Experience

• 2+ years of relevant experience in Android Development.
• Should be strong in Android fundamentals (including UI design), OOP & Java fundamentals.
• Should be strong in Kotlin fundamentals and coroutines.
• Familiar with Android Architectures, Multithreading Concepts, Testing framework like JUnit, Espresso, Mockito and Reactive Programming.
• Familiar with Dependency Injection and memory optimization techniques.
• Practitioner of SOLID principles.
• Working experience in Compose and KMM (Kotlin Multiplatform Mobile) is an addon
• Should have been part of a team which has shipped at-least one App and lived through the process without too many scars
• Stellar problem solving skills
• Hunger to learn new things and ability to grasp new concepts quickly
• Ability to move quickly without breaking things too much (we are dreamers)
• Passion for developing awesome user experiences
• Ability to work under pressure which is balanced by a sense of responsibility and ownership.

Responsibilities

• Work as part of a small team to build Flutter application.
• Architect, build and maintain an excellent mobile application with clean code.
• Build pixel-perfect, buttery smooth UIs across both mobile platforms.
• Implement clean, modern, smooth animations and transitions that provide an excellent user experience.
• Integrate third-party API's.
• Write unit and integration tests.
• Release applications to the Apple and Google Play stores.
• Ability to take absolute ownership over assigned work.

Requirements

• 2 - 3 years of professional mobile application development experience.
• 2+ years of professional experience working with Flutter.
• Extensive knowledge of Dart language and ecosystem.
• Understanding of Restful API and experience on various client libraries.
• Proficient understanding of code versioning tools, such as Git.
• Meaningful experience working in a startup environment.

We are looking for a Python Web Developer responsible for managing the interchange of data between the server and the users. Your primary focus will be the development of all server-side logic, ensuring high performance and responsiveness to requests from the front-end. You will also be responsible for integrating the front-end elements built by your co-workers into the application; therefore, a basic understanding of front-end technologies is necessary as well.

• Writing reusable, testable and efficient code.
• Design and implementation of low-latency, high-availability, and performant applications.
• Integration of user-facing elements developed by front-end developers with server side logic.
• Implementation of security and data protection.
• Integration of data storage solutions (may include databases, key-value stores, blob stores, etc.)

Skills And Qualifications:

• Expert in Python, with knowledge of at least one Python web framework (such as Django, Flask, etc depending on your technology stack).
• Familiarity with some ORM (Object Relational Mapper) libraries.
• Able to integrate multiple data sources and databases into one system.
• Understanding of the threading limitations of Python, and multi-process architecture.
• Good understanding of server-side templating languages.
• Basic understanding of front-end technologies, such as JavaScript, HTML5, and CSS3.
• Understanding of accessibility and security compliance (depending on the specific project).
• Knowledge of user authentication and authorization between multiple systems, servers and environments.
• Understanding of fundamental design principles behind a scalable application.
• Familiarity with event-driven programming in Python.
• Understanding of the differences between multiple delivery platforms, such as mobile vs desktop, and optimizing output to match the specific platform.
• Able to create database schemas that represent and support business processes.
• Strong unit test and debugging skills.