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Humm Care
Experience / Eligibility
B.E / B.Tech / BCA / MCA / Any Graduate
Salary
Not Disclosed / As per Industry Standards
Location
Mumbai, Maharashtra, India
Suitable For
College graduates, entry-level candidates, and students matching: B.E / B.Tech / BCA / MCA / Any Graduate.
Key Skills to Prepare
Focus on Python, JavaScript, React, Next.js.
We are looking for an AI Engineer who enjoys building production-ready AI systems rather than simple chatbot demos.
You will work on AI agents, LLM applications, retrieval systems, backend services, wearable integrations, evaluation frameworks, and healthcare-focused AI workflows. This role involves taking ideas from prototype to production while collaborating closely with product, engineering, and clinical stakeholders.
Design, build, and deploy AI-powered applications using modern LLMs
Develop multi-agent workflows using frameworks such as LangGraph and LangChain
Build robust tool-calling, memory, and orchestration systems
Fine-tune, evaluate, and optimize open-source LLMs for domain-specific healthcare use cases
Train, experiment with, and deploy custom AI/ML models
Develop backend APIs and services using Python and FastAPI
Build and maintain frontend features using React, or similar frameworks
Build RAG pipelines, retrieval systems, and knowledge bases
Integrate external APIs, wearable platforms, and healthcare data sources
Design evaluation, testing, and benchmarking frameworks for AI systems
Optimize AI performance, reliability, latency, and cost
Work closely with product teams to translate business requirements into AI solutions
Contribute to architecture decisions and technical roadmap planning
Strong proficiency in Python
Strong understanding of Generative AI and Large Language Models
Experience building AI applications using LLM APIs
Understanding of model evaluation, fine-tuning, embeddings, and inference workflows
Experience with FastAPI or similar backend frameworks
Good understanding of APIs, databases, and system design
Experience with Git and collaborative development workflows
Familiarity with Docker and containerized applications
Basic to intermediate cloud experience with AWS or GCP
Strong debugging, problem-solving, and analytical skills
Ability to independently own features and deliver production-quality solutions
Preferred Skills
Experience with LangGraph, LangChain, CrewAI, or similar agent frameworks
Experience building RAG systems and retrieval pipelines
Knowledge of vector databases and embeddings
Fine-tuning and evaluation of domain-specific LLMs
Experience with PostgreSQL, Redis, and cloud platforms
Familiarity with AI evaluation frameworks and observability tools
Experience working on healthcare, health-tech, or wearable data products
Knowledge of prompt engineering, structured outputs, and tool-calling architectures
Tech Stack
Python
FastAPI
LangGraph / LangChain
Claude, OpenAI, Gemini
PostgreSQL
Redis
Vector Databases
React / Next.js
Docker
Git & GitHub
GitHub Actions
AWS / GCP
What You'll Work On
AI health companions and personalized health agents
Wearable integrations and health data intelligence
Multi-agent healthcare workflows
Retrieval and knowledge systems
Clinical decision-support experiences
Production-grade AI infrastructure
Full-stack product features used by real users
Cloud-native AI deployment and monitoring systems
Work Details
Full-time role
In-office
Immediate joiners preferred
Monday to Friday
Work on live production systems
High learning and growth opportunity
How to Apply
.
aman@hummcare.com
.
Email Subject:
Application - AI Engineer - Humm Care
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