16 Sep
|
Webknot Technologies
|
Bengaluru
16 Sep
Webknot Technologies
Bengaluru
About the Role
We are looking for a technically strong and highly motivated AI/ML Intern with a genuine interest in Machine Learning, Generative AI, and Large Language Models.
This is a hands-on internship focused on building real AI/ML applications using Python, LLMs, RAG, LangChain, embeddings, vector databases, NLP, and Machine Learning. Candidates should have strong fundamentals, practical project experience, and the ability to independently research, experiment, debug, and learn recent technologies.
Key Responsibilities
- Develop AI/ML and Generative AI applications using Python.
- Build LLM-powered applications using LangChain, LLM APIs, prompt engineering, and RAG.
- Develop RAG pipelines involving document processing, chunking, embeddings, retrieval, and response generation.
- Work with LLMs such as OpenAI, Gemini, Claude, Llama, or similar models.
- Work with Machine Learning, Deep Learning, and NLP problems.
- Perform data preprocessing, cleaning, transformation, and analysis.
- Experiment with prompts, embedding models, retrieval strategies, and LLM parameters.
- Evaluate model and LLM performance using relevant accuracy, relevance, quality, and latency metrics.
- Work with vector databases and semantic search.
- Build backend APIs for AI applications using FastAPI or Flask.
- Integrate AI solutions with databases and external APIs.
- Investigate and improve issues such as hallucinations, irrelevant retrieval, poor responses, and latency.
- Write clean, modular, and maintainable Python code.
- Use Git and follow software development best practices.
- Document experiments, technical approaches, and evaluation results.
- Stay updated with developments in Generative AI, LLMs, AI Agents, and NLP.
Required Skills
- Strong programming skills in Python.
- Good understanding of Machine Learning fundamentals, including training, validation, overfitting, and model evaluation.
- Understanding of Deep Learning concepts and exposure to PyTorch or TensorFlow.
- Famili
📌 AI/ML Intern (Bengaluru)
🏢 Webknot Technologies
📍 Bengaluru