AI Developer (Generative AI, LangChain, LlamaIndex, Python, FastAPI)
at appscrip
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 data scientists, machine learning engineers, and 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
Expertise in Generative AI
Strong experience working with Generative AI models, including but not limited to GPT-3/4, LLaMA, or other large language models (LLMs).
LangChain & LlamaIndex
Hands-on experience with LangChain for building language model-driven applications, and LlamaIndex for efficient data indexing and querying.
Python Programming
Proficiency in Python for building AI applications, working with frameworks such as TensorFlow, PyTorch, Hugging Face, and others.
API Development with FastAPI
Strong experience developing RESTful APIs using FastAPI, with a focus on high-performance, scalable web services.
NLP & Machine Learning
Solid foundation in Natural Language Processing (NLP) and machine learning techniques, including data preprocessing, feature engineering, model evaluation, and fine-tuning.
Database & Storage Systems Familiarity with relational and NoSQL databases, data storage, and management strategies for large-scale AI datasets.
Version Control & CI/CD
Experience with Git, GitHub, and implementing CI/CD pipelines for seamless deployment.
Preferred Skills
Containerization & Cloud Deployment
Familiarity with Docker, Kubernetes, and cloud platforms (e.g., AWS, GCP, Azure) for deploying scalable AI applications.
Data Engineering
Experience in working with data pipelines and frameworks such as Apache Spark, Airflow, or Dask.
Knowledge of Front-End Technologies Familiarity with front-end frameworks (React, Vue.js, etc.) for integrating AI APIs with user-facing applications.
Shubham Vishwakarma
Full Stack Developer - Averlon
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Extremely proficient at writing performant, scalable and production ready code in Golang (comfortable with concepts like lambda, streams, multithreading etc)
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robust media lead strategies and tactics to further our client’s business and communication objectives. This will also entail working with our internal teams and partner agencies to develop and present the most interesting ideas.
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We puzzle over new data sets, new signals from social platforms, new ways to design creative assets, new testing structures, and new ad products for our clients. It’s all new, unknown and just waiting for us to figure it out.
Day to day? You’re operating as the main Strategic point of contact across a few product brands and many campaigns - under the leadership of the Head of Strategy, India, all while doing research, formulating insights, brainstorming new ideas and reviewing data with serious rigor.
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- Work closely with our internal teams to create content that attracts, engages, and educates existing and potential customers.
- Write content around saas marketing.
- Create engaging short- and long-form written content on a regular and recurring basis (2-3 blog posts per week)
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- Brainstorm and execute new topics and themes that are relevant to our target audience.
- Help set up the overall content & engagement strategy of the company, monitor progress, and come up with new ways to meet and exceed engagement goals.
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- 2+ years of professional content writing experience, ideally related to marketing/SaaS products
- The candidate must know about SEO and should have a proven ability to write SEO-friendly content.
- Excellent written English with stellar copywriting skills.
- Fantastic storytelling skills - you have an innate ability to engage and captivate audiences with your words
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- Bonus Points - a. If you know how to create graphics etc using Canva/Adobe Suite, Figma, etc. b. If you’re comfortable writing on marketing topics (e.g. lead generation, performance marketing, paid ads, outbound marketing, etc)
What we offer -
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- Open book policy - we will pay for books you purchase for your professional and career development.
- Continuous learning/training policy - we sponsor you for the conferences and training programs you feel would add to your development in the company.
- Reimbursements - we minimize your remote setup expenses.
- Health insurance
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- In-depth knowledge of PCB fabrication process and Assembly.
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Full Stack Developer - Averlon