Company Description

We help sales and legal teams to close better deals faster through intelligent contracting decisions.

At top.legal, we're the grandmasters of unlocking the potential in the most entrenched challenge of them all: contracts. We believe that if everyone had access to the keys of value generation during the contracting and negotiation process, the world would be a better, brighter, and more profitable place.

But let's be real: despite being the DNA of every company, contracts are often neglected like an old, dusty tome in the back of a library. That's where we come in. Our cutting-edge software platform finally delivers the keys to unlocking the untapped value potential in every contract, ensuring that no company falls short of their true worth.

So, if you're ready to join our team of value-maximising superheroes and help unlock millions in untapped potential, keep reading.

Job Description

As a Junior Software Engineering Intern you focus on AI and NLP to join our team. The ideal candidate will be passionate about AI and have at least 2 years of hands-on experience in implementing NLP models using Python and PyTorch. This position will contribute to the development of advanced NLP applications, including but not limited to word sense disambiguation, text classification, sentiment analysis, POS tagging, tokenization, syntactic parsing, and web crawling.

- Conduct an in-depth literature review to identify and gather pertinent research papers concerning the construction of a Dialogue System integrating LLM (Language Model), Passage Retrieval, and STS (Semantic Textual Similarity).

- Develop an inference process for generating answers, with a particular emphasis on verifying the output produced by the Language Model (LLM) to ensure accuracy and relevance within the context of the Dialogue System development.

- Initiate fine-tuning strategies on optimizing the LLM performance through methodologies such as PEFT+QLoRA and quantization using AutoGPTQ. The objective is to augment the responsiveness and overall efficiency of the Dialogue System.

- Implement Retrieval-Augmented Generation (RAG) within the Dialogue System, leveraging sophisticated techniques to elevate response dynamics and optimize system performance.

Qualifications

Be ALICE:

• Adaptability: Quick learner, able to adapt to new technologies and team dynamics.

• Leadership: Shows potential for future leadership roles by taking initiative in learning and minor project responsibilities.

• Impact: Contributes to project deliverables through effective coding and testing.

• Commitment: Engaged in continuous learning and application of AI principles.

• Empathy: Maintains a user-focused approach to technology development, ensuring that projects align with user needs.

Key Responsibilities:

• Assist in the coding and development of AI projects, focusing on Python and NLP techniques.

• Participate in testing and refining AI models under the supervision of more experienced engineers.

• Learn and apply new AI methodologies, such as retrieval-augmented generation and fine-tuning of language models.

• Engage in team discussions and code reviews, contributing to the collaborative development process.

• Support the documentation of AI systems and project outcomes.

• Adhere to Best Practices: Follow best practices in AI ethics, data privacy, and model transparency. Ensure that all work is in compliance with company policies and industry standards.

Required Skills:

• Hands-on experience with LangChain: Python, PyTorch, or Javascript.

• Basic understanding of NLP and machine learning concepts.

• Experience in handling AI projects, including development, testing, and deployment.

Additional Information

Additional Information

• You join one of Germany's most promising startups, financed by Germany's most renowned investors. 

• Work locally in Pune on an exciting SaaS product. 

• You are an important part of a dynamic team of builders. Together we apply cutting-edge technologies and see their impact unfold.

• You will be able to apply and hone your abilities as part of working with excellent and motivated people. 

• We offer flexible working hours, because we are result-driven.

• Generous benefits sich as health care and life insurance

• We pay in INR. 

• Find out more about us: 
  https://en.top.legal/
  https://www.linkedin.com/company/contract-value-management/