Intern

Job Description
You'll be a core member of our AI team, designing, implementing, and optimizing GenAI applications for
live, real-time
deployments. Our projects frequently involve
prompt engineering
,
vector databases
, frameworks like
LangChain
,
Langraph
, and agentic tools such as
AutoGen
and
Crew
. You'll help build
production-ready
solutions for tasks like text generation, summarization, and Q&A systems—often within a cloud environment like Azure, AWS and/or GCP.

Responsibilities

• Advanced Python Proficiency: Write clean, efficient, and maintainable Python code for data preprocessing, model training, and integration with production systems.
• Prompt Engineering: Design, test, and refine prompts to produce optimal AI-driven outputs (chatbots, content generation, etc.).
• Retrieval-Augmented Generation (RAG): Implement techniques that combine model outputs with external data sources to improve accuracy in real-world scenarios.
• LangChain & Langraph Integration: Leverage these libraries to build modular, scalable AI pipelines for language-based tasks.
• Vector Database Management: Work with databases like Pinecone, Faiss, or other vector stores to store embeddings and enable efficient semantic search.
• Chunking Techniques: Develop methods to split large documents into manageable sections, ensuring more accurate and efficient retrieval and generation.
• Streamlit (or Similar) Prototyping: Create user-facing dashboards or internal tools to visualize and interact with AI functionalities.
• Metrics & Performance Tracking: Implement monitoring and logging solutions to track performance metrics (response time, accuracy, user engagement) and identify areas of improvement.
• Collaboration & Documentation: Participate in code reviews, maintain thorough documentation, and share best practices with cross-functional teams.

What We're Looking For

• Education: Bachelor's degree in Computer Science, Data Science, Engineering, or related field (or equivalent practical experience).
• AI/ML Foundations: Familiarity with NLP, machine learning fundamentals, and deep learning frameworks (e.g., PyTorch or TensorFlow).
• Programming Skills: Solid Python background; comfort with libraries like NumPy, pandas, and familiarity with concurrency or parallelism is a plus.
• Hands-On Project Experience: Coursework or personal projects involving LLMs, vector databases, or text analysis; experience deploying real-time AI solutions is a bonus.
• Cloud Familiarity: Exposure to either Azure or AWS; ability to learn how to set up virtual machines, container services, or serverless functions.
• Adaptability: Excitement about experimenting with new libraries (LangChain, Langraph) and emerging large language models.
• Curiosity & Team Spirit: Eagerness to learn, collaborate, iterate quickly, and stay current on GenAI trends.

Good to Have

• Agentic Frameworks: Experience or interest in frameworks like AutoGen, Crew, or other agentic systems for automating AI-driven tasks.
• MLOps & Tooling: Familiarity with containerization (Docker), CI/CD pipelines, or other DevOps practices for robust AI model deployment.
• Advanced Python Libraries: Proficiency in data processing libraries (e.g., pandas, Dask) and knowledge of parallelization techniques.
• Cloud Deployment: Use either Azure or AWS to configure and deploy AI models, ensuring scalability, security, and optimal performance for live applications.
• Full-Stack Knowledge: Understanding of front-end technologies for better integration of AI-backed features in web or mobile interfaces.

About Us
Emids is a leading provider of digital transformation solutions to the healthcare industry, serving payers, providers, life sciences, and technology firms. Headquartered in Nashville, Emids helps bridge critical gaps in providing accessible, affordable, and high-quality healthcare by providing digital transformation services, custom application development, data engineering, business intelligence solutions, and specialized consulting services to all parts of the healthcare ecosystem. With nearly 2000 plusprofessionals globally, Emids leverages strong domain expertise in healthcare-specific platforms, regulations, and standards to provide tailored, cutting-edge solutions and services to its clients.

At Emids, we are guided by our core values of "Trusted guides", "Impact obsessed" and " Inclusive innovators". We expect all Emidsians, including our candidates and partners, to embody these values in their day-to-day work. We're not scared of differences. It's how we break new ground. As we scale and elevate the experience of our clients in the healthcare and life sciences space and ultimately have an impact on every patient from every walk of life, the team we build must reflect the diversity that we serve. Together, we've built and will continue to grow, a diverse and inclusive culture where everyone has a seat at the table and the space to be their most authentic self. Emids believes in being an Equal Opportunity Employer and we support, celebrate, and cherish all the things that make our teammates who they are.