Associate Product Manager

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.
• 
  

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.

Key Responsibilities:

• Generate qualified leads in Mumbai and Bangalore.
• Build and maintain strong client relationships.
• Prepare and deliver product demos, proposals, and technical presentations.
• Coordinate with pre-sales/engineering teams for customized solutions.
• Follow up on proposals using CRM and convert to deals.
• Attend industry events, conferences, and site visits.
• Keep track of market trends, competitors, and pricing strategies.

Digital Marketing Job Responsibilities:

• Plans and executes all web, SEO/SEM, database marketing, email, social media, and display advertising campaigns.
• Designs, builds, and maintains our social media presence.
• Measures and reports performance of all digital marketing campaigns and assesses against goals (ROI and KPIs).
• Identifies trends and insights and optimizes spend and performance based on the insights.
• Brainstorms new and creative growth strategies through digital marketing.
• Plans, executes, and measures experiments and conversion tests.
• Collaborates with internal teams to create landing pages and optimize user experience.
• Utilizes strong analytical ability to evaluate end-to-end customer experience across multiple channels and customer touch points.
• Identifies critical conversion points and drop off points and optimizes user funnels.
• Collaborates with agencies and other vendor partners.
• Evaluates emerging technologies.
• Provides thought leadership and perspective for adoption where appropriate.

Digital Marketing Qualifications / Skills:

• Creating and maintaining client relationships
• Self-motivated yet customer-focused
• Proficient in marketing research and statistical analysis
• Highly creative with experience in identifying target audiences and devising digital campaigns that engage, inform, and motivate

Education, Experience, and Licensing Requirements:

• Bachelor’s or master’s degree in marketing or a related field
• Proven working experience in digital marketing, particularly within the industry
• Demonstrable experience leading and managing SEO/SEM, marketing database, email, social media and/or display advertising campaigns
• Experience in optimizing landing pages and user funnels
• Experience with A/B and multivariate experiments
• Solid knowledge of website and marketing analytics tools (e.g., Google Analytics, NetInsight, Omniture, WebTrends, SEMRush, etc.)
• Working knowledge of ad serving tools
• Experience in setting up and optimizing PPC campaigns on all major search engines
• Working knowledge of HTML, CSS, and JavaScript development and constraints

Overall leadership for all technical functions including product strategy implementation and server releases

Experience: 5 years and above 

Qualification: B. Tech from a reputed institute

Expertise in Core Java (Multithreading, Collections, etc.) and am comfortable with Unix, Oracle PL/SQL with a sound understanding of the complete SDLC process

Design Patterns, Algorithms, Data structures, OOP concepts & OO Design principles

Have done extensive work in software development

Project Management exposure is an added advantage for this candidate

JS, Jquery and CSS exposure of minimum 1.5 yrs

Candidates from gaming industry are preferred

Mastree's engineering team is working towards building a data science engine that enables students to learn in a way they understand the best. We believe in delivering learning experiences through engagement. The product is designed with countless embedded interactive information pieces to help the students imbibe the concepts better. At Mastree we take pride in being a part of the product that holds the potential to revolutionise the education process.

We are looking for folks who are passionate about creating interaction rich interfaces. Creative individuals who believe in the power of visuals.

Responsibilities:

• Creating visual elements that users see and interact within our web platform.
• This makes your role crucial for the success of the product.
• Working closely with the design, product management and development teams to create elegant, usable, responsive and interactive interfaces across multiple devices.
• Ensuring that the application is optimised both in terms of technology and in delivering the best educational content.
• Building web platform for our live tutoring platform
• Creating interactive learning activities for K12 students and work on our upcoming products

Requirements:

• You are an avid programmer
• You have great grasp of fundamentals of JavaScript and ES modules, new ECMASCRIPT concepts
• You have experience in ReactJS web app development
• You are an exceptional problem solver, with attention to details.

Brownie Points:

• Good HTML and CSS skills
• Experience in React-Native app development
• Ability to work in small teams and wear multiple hats