AI Developer (Generative AI, LangChain, LlamaIndex, Python, FastAPI)
at Wizdom
About Wizdom:
Join Wizdom and be part of a revolution in learning! We're a bite-sized, audio-first microlearning app powered by Generative AI. Our mission is to make personal and professional growth accessible to everyone by delivering powerful insights from the world's best books, podcasts, and courses in just 15 minutes. Think "Duolingo" for self-improvement!
With over 200,000 users across 100+ countries and ranked among the Top 10 Educational Apps in India, we're building something extraordinary—and we want YOU to be part of it! At Wizdom, you'll be joining a passionate team dedicated to democratizing knowledge and empowering individuals to reach their full potential.
Role Overview:
We're seeking a talented and passionate AI Developer to join our growing team. You will be responsible for designing, developing, and deploying cutting-edge Generative AI models that power our microlearning platform. You'll have the opportunity to work with large language models (LLMs), leverage tools like LangChain and LlamaIndex, and build scalable backend systems using FastAPI.
Key Responsibilities:
AI Model Development
- Design and implement advanced Generative AI models (e.g., GPT-based, LLaMA, etc.) to support applications across various domains, including text generation, summarization, and conversational agents.
- Utilize tools like LangChain and LlamaIndex to build robust AI-powered systems, ensuring seamless integration with data sources, APIs, and databases.
Backend Development with FastAPI
- Develop and maintain fast, efficient, and scalable FastAPI services to expose AI models and algorithms via RESTful APIs.
- Ensure optimal performance and low-latency for API endpoints, focusing on real-time data processing.
Pipeline and Integration
- Build and optimize data processing pipelines for AI models, including ingestion, transformation, and indexing of large datasets using tools like LangChain and LlamaIndex.
- Integrate AI models with external services, databases, and other backend systems to create end-to-end solutions.
Collaboration with Cross-Functional Teams
- Collaborate with product teams to define project requirements, technical feasibility, and timelines.
- Work with front-end developers to integrate AI-powered functionalities into web applications.
Model Optimization and Fine-Tuning
- Fine-tune and optimize pre-trained Generative AI models to improve accuracy, performance, and scalability for specific business use cases.
- Ensure efficient deployment of models in production environments, addressing issues related to memory, latency, and resource management.
Documentation and Code Quality
- Maintain high standards of code quality, write clear, maintainable code, and conduct thorough unit and integration tests.
- Document AI model architectures, APIs, and workflows for future reference and onboarding of team members.
Research and Innovation
- Stay updated with the latest advancements in Generative AI, LangChain, and LlamaIndex, and actively contribute to the adoption of new techniques and technologies.
- Propose and explore innovative ways to leverage cutting-edge AI technologies to solve complex problems.
Required Skills and Experience:
- 3-4 years of experience in AI/ML development
- Strong experience working with Generative AI models (e.g., GPT-3/4, LLaMA)
- Hands-on experience with LangChain and LlamaIndex
- Proficiency in Python and relevant frameworks (TensorFlow, PyTorch, Hugging Face)
- Strong experience developing RESTful APIs using FastAPI
- Solid foundation in NLP and machine learning techniques
- Familiarity with relational and NoSQL databases
- Experience with Git and CI/CD pipelines
Preferred Skills:
- Familiarity with Docker, Kubernetes, and cloud platforms (AWS, GCP, Azure)
- Experience with data pipelines and frameworks (Apache Spark, Airflow)
- Knowledge of front-end frameworks (React, Vue.js)
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WE ARE GRAPHENE
Graphene is an award-winning AI company, developing customized insights and data solutions for corporate clients. With a focus on healthcare, consumer goods and financial services, our proprietary AI platform is disrupting market research with an approach that allows us to get into the mind of customers to a degree unprecedented in traditional market research.
Graphene was founded by corporate leaders from Microsoft and P&G and works closely with the Singapore Government & universities in creating cutting edge technology. We are gaining traction with many Fortune 500 companies globally.
Graphene has a 6-year track record of delivering financially sustainable growth and is one of the few start-ups which are self-funded, yet profitable and debt free.
We already have a strong bench strength of leaders in place. Now, we are looking to groom more talents for our expansion into the US. Join us and take both our growths to the next level!
WHAT WILL THE ENGINEER DO?
- Primary Purpose: As part of a highly productive and creative AI (NLP) analytics team, design and develop web applications and SPA’s i.e., UI/UX, and underlying backend – API’s, security framework, scalable microservices etc.
- Daily Grind: Interface with the product manager, project managers, and the engineering team to achieve sprint goals on the product roadmap.
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YOU CAN EXPECT TO
- Work in a product-development team capable of independently authoring software products.
- Guide junior programmers, set up the architecture, and follow modular development approaches.
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- Optimize of the application for maximum speed and scalability
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- Design and implement schemas and databases with respect to the AI application
- Cross-pollinated with other teams.
HARD AND SOFT SKILLS
Must Have
- Problem-solving abilities
- Extremely strong programming background – data structures and algorithm
- Angular/React, Strong UI/UX skills
- Very strong python background, TDD, CI/CD,
- Software design skills i.e., OOPs, design patterns
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Good to Have
- Enterprise Design Patterns
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- Exposure to ML and Data Science
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Pepper (http://www.pepper.org.in/">www.peppercontent.in) is building India’s largest content marketplace that brings companies and content creators together to scale up content creation processes across 10 content verticals and 150+ content categories, 40+ content verticals, and 40+ global languages. Over the past 3 years, we’ve worked with brands like Adobe, upGrad, Swiggy, Dunzo, BusinessWorld, Digit, Shiksha.com, Rapido, BookMyShow, UrbanClap, Yatra, Bewakoof, YourStory, Bharat Matrimony, and 300+ other brands. We have over 30,000+ writers and graphic designers who have applied to Pepper so far, who form part of the ‘Pepper Cloud’.
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