
ProcDNA - Application Developer - Generative AI
4 weeks ago
What Were Looking For :
Were hiring a Generative AI Developer who is passionate about building the next generation of AI applications. This is an opportunity to work with advanced LLMs and contribute to innovative projects across pharma, healthcare, finance, and other verticals.
Key Responsibilities :
AI/ML Development :
- Design, build, test, and deploy cutting-edge Generative AI models, especially using LLMs (e.g., OpenAI GPT, Hugging Face, LLaMA, Cohere).
- Implement solutions using LangChain, LlamaIndex, Transformers, and Retrieval-Augmented Generation (RAG) techniques.
- Fine-tune pre-trained models and build custom pipelines for various NLP and vision-based use cases.
Full Stack Engineering & DevOps :
- Apply full-stack development skills (preferably in Python or MERN Stack) to integrate AI solutions into scalable web platforms.
- Use tools like Git, Terraform, and CI/CD pipelines for deployment and monitoring on cloud platforms Collaboration :
- Work closely with data scientists, cloud engineers, product managers, and domain experts to translate business problems into technical solutions.
- Participate in requirement gathering, prototyping, testing, and production deployment.
Innovation & Research :
- Stay current with trends in LLMs, AI safety, multimodal AI, and model interpretability.
- Contribute to the development of internal frameworks and accelerators for faster AI solution delivery.
Must-Have Skills :
- Bachelors or Masters degree in Computer Science, AI/ML, Data Science, or a related technical field.
- 4+ years of hands-on experience in AI/ML development, including Generative AI, NLP, and Computer Vision.
- Expertise in Python and familiarity with frameworks like PyTorch, TensorFlow, Transformers, etc.
- Proven experience working with OpenAI GPT, Hugging Face Transformers, and RAG-based architectures.
- Familiarity with data processing, feature extraction, embedding models, text summarization, and image processing techniques.
- Working knowledge of cloud platforms : Azure, AWS, or GCP.
- Experience building and integrating APIs for AI/ML solutions.
- Strong problem-solving, debugging, and analytical skills.
- Excellent verbal and written communication skills.
Good-to-Have Skills
- Exposure to LangChain, LlamaIndex, Vector Databases (e.g., Pinecone, FAISS, ChromaDB).
- Experience deploying ML models using Docker, Kubernetes, Streamlit, or FastAPI.
- Prior experience in healthcare, pharma, or regulated industries is a big plus.
- Understanding of AI Ethics, Bias Mitigation, and Prompt Engineering.
- Familiarity with MLOps and Model Monitoring best practices.
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