Machine Learning Intern

About Us: At LearnTube, we're revolutionising online learning. Our AI-driven platform curates the internet's resources into bite-sized courses. Tailored to each learner's goals, our courses range from Tech to Design, featuring hyper-personalised content and interactive assessments. With a reach of over 1.2 million learners across 2112 cities worldwide, our courses boast an impressive rating of 4.8/5. Delivered through an intuitive WhatsApp Bot, mobile, and web app, we're proud to collaborate with global brands like Canva, Zoho, Hootsuite and have a robust hiring network including 900+ leading companies.

Latest Press Coverage: Wellfound (formerly Angelist) featured LearnTube in it's Top 10 Global Ed-Tech Startups due to its innovative work done by a top team! Check out the article here!

The founder of LearnTube, Mr Shronit Ladhani has a single vision: to build a billion courses for a billion people. Courses are hyper-personalised, affordable, engaging & leading to outcomes. Check out his LinkedIn here

Your Role:
As we are an AI-powered Edtech company, your main goal would be utilizing Artificial Intelligence for Education. You will be working on building a personalized course creation system, video processing and recommendation engine, knowledge graphs & other such projects end to end from development to deployments.

Responsibilities:

• Prototype ideas rapidly, drive architecture discussions, and propose solutions to system and product changes.
• Prompt engineering LLMs like GPTs, LLaMA, Claude for various NLP tasks for zero-shot/few-shot inference.
• Build recommendation engines that personalize content for the learners.
• Select/collect appropriate annotated data for training/fine-tuning ML models.
• Use effective text representations to transform natural language into useful features.
• Develop & train ML/DL/NLP models according to requirements.
• Extend ML libraries and frameworks to apply in NLP tasks.
• Test and deploy trained models/systems on cloud services i.e. AWS/GCP/Azure.

Requirements:

• Bachelor's degree or higher in Computer Science or related field.
• Minimum of 6 months of experience in NLP, Machine Learning, and Deep Learning.
• Knowledge of Deep Learning model optimization, transfer learning, and prompt engineering with LLMs like GPT3, GPT3.5, GPT4, and Claude.
• Experience with state-of-the-art NLP models such as GPT, BERT, T5, and transformer-based models.
• Familiarity with NLP techniques, libraries, and technologies, including Spacy, NLTK, Gensim, and Hugging Face transformers.
• Proven ability to develop, deploy, and monitor large scale systems in production environments.
• Knowledge on MLOps - FastAPI/Flask, Docker and/or Kubernetes, CI/CD, and Git is desirable.
• Familiarity with cloud environments like AWS or GCP or Azure.
• Knowledge on SQL and NoSQL database experience is preferred.
• Experience in building Knowledge graphs using Neo4j is preferred.
• Expertise in Python, and ML libraries like Numpy, Scikit-learn, and Pandas.
• Proficiency in ML frameworks like PyTorch, TensorFlow, and Keras.
• Ability to work as a team player and independently.
• Excellent communication, multi-tasking, and time-management skills with the ability to prioritize tasks.

Why Work With Us
At LearnTube, you're stepping into a place where your career leaps forward—you're looking at three years' worth of growth packed into one. We're the career experts for over 1.2 Million youth, after all! Expect to dive deep and get your hands dirty because with high performance comes even higher autonomy. By joining LearnTube, you’ll play a pivotal role in assembling a team that’s as innovative and forward-thinking as the educational solutions we provide. Plus, you'll get to work closely on individual projects with both the founders. Our team of 35 ninjas are all about pushing for more—more revenue, more user love, and most importantly, more impact on careers. And yes, we absolutely look forward to our Monday Morning Meets, where we all catch up and connect with our colleagues from all across India.

Product: learntube.ai