13 Aug
|
Mafatlal Industries
|
Navi Mumbai
13 Aug
Mafatlal Industries
Navi Mumbai
About the Role:
We are looking for a highly skilled AI/ML Developer with a robust background in behavioral analytics, personalized learning systems, and generative AI. The ideal candidate will be responsible for designing and deploying algorithms that understand learner and mentor behaviors, predict academic and emotional needs, and create intelligent recommendation engines that adapt to individual users across academic, emotional, and lifestyle dimensions.
This role is ideal for someone passionate about AI for social impact, especially in education, and human development.
Key Responsibilities:
Behavioral Intelligence & Sensitivity Algorithms
- Develop algorithms to understand learner and teacher behavior, including academic progress, emotional sensitivity, stress, nutrition, sleep, lifestyle, and mood.
- Create models for tracking and adapting based on learner context, including daily activity, diet, and engagement levels.
Recommendation Engine Development
- Design and implement personalized recommendation systems for:
- Academic topics based on interest and performance
- Study partners or friends with similar learning patterns
- Ideal mentors based on subject, style, and personality match
- Focus areas where the learner needs improvement
Predictive Analytics
- Build models for performance prediction, dropout risk, emotional state prediction, and feedback loops for interventions.
- Integrate adaptive learning paths with prediction systems to optimize outcomes.
Generative AI Integration
- Leverage LLMs for adaptive content creation, explanation generation, and real-time tutoring.
- Integrate LangChain, LlamaIndex, and similar frameworks to build conversational, retrieval-augmented systems for learners.
API & Backend Integration
- Develop and deploy AI services as RESTful APIs using Flask/FastApi.
- Collaborate with frontend, data, and product teams for seamless integration.
AI Deployment & Optimization
- Deploy models on AWS, Azure, or GCP, ensuring scalabi
📌 AI ML Developer (Navi Mumbai)
🏢 Mafatlal Industries
📍 Navi Mumbai