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Ai/ml Experienced

2 weeks ago

Pune, India GEEKRABIT PRIVATE LIMITED Full time

**Job Description: AI/ML Developer(2 years experience)**

**Company: Geekrabit Private Limited**

**Location: Pune**

**Type: Full-time**

**About Us**:
Geekrabit Private Limited is a forward-thinking technology company dedicated to pushing the boundaries of AI and Machine Learning. We are seeking experienced AI/ML Developers to join our dynamic team and contribute to cutting-edge projects in the field. If you have a passion for AI and a desire to work with top-of-the-line technologies like Large Language Models (LLMs), Langchain, Hugging Face Transformers, and more, we want to hear from you.

As an AI/ML Developer at Geekrabit Private Limited, you will be responsible for leveraging advanced AI and Machine Learning technologies to solve complex problems. You will work on exciting projects and be a part of a collaborative team that values innovation and creativity. Your primary responsibilities will include:
**Key Responsibilities**:
1. **Understanding Large Language Models (LLMs)**:

- Familiarize yourself with the top 5 LLMs, including OpenAI's GPT models, Google's BERT, Facebook's BART, Hugging Face's Transformers library, and NVIDIA's Megatron.
- Learn their architectures, use-cases, strengths, and limitations.

2. **Fine-Tuning of LLMs**:

- Learn how to fine-tune LLMs on specific datasets to enhance their performance for specific tasks or domains.
- Understand data requirements, the fine-tuning process, and potential challenges.

3.**Retrieval-Augmented Generation (RAG)**:

- Explore how RAG combines retrieval-based and generative methods for tasks like question answering and document summarization.

4. **LLM Inference**:

- Dive into best practices for deploying LLMs for inference, optimizing performance, and resource management.

5. **Agents**:
6.**Prompt Engineering**:

- Learn techniques for designing effective prompts to achieve desired outputs from LLMs.
- Understand that different models may require different prompting strategies.

**7. Context Awareness in Prompting**:

- Explore strategies for maintaining context in conversations with LLMs, especially in long or multi-turn interactions.

**8. Understanding LLM Hallucination**:

- Understand the phenomenon of LLMs generating plausible but incorrect or nonsensical answers.
- Learn how to mitigate and manage this issue.

**9. Vector Databases and Their Usage**:
**10. Graph Databases and Their Usage**:

- Gain knowledge of graph databases (e.g., Neo4j) and their distinctions from traditional relational databases.
- Learn about use-cases in social networks, fraud detection, and knowledge graphs.

**11. Langchain**:
**12. Hugging Face**:

- Explore Hugging Face as a hub for machine learning models.
- Understand their model repository, usage of the transformers library, and model training and hosting services.

**Requirements**:

- Bachelor's or Master's degree in Computer Science, AI, or related field.
- Minimum of 2 years of experience in AI/ML development.
- Strong passion for AI and Machine Learning.
- Eagerness to learn and adapt to new technologies.
- Excellent problem-solving and communication skills.

How to Apply:
**Job Types**: Permanent, Full-time

**Salary**: ₹150,000.00 - ₹240,000.00 per year

**Benefits**:

- Provident Fund

Schedule:

- Day shift

Ability to commute/relocate:

- Pune, Maharashtra: Reliably commute or planning to relocate before starting work (required)

**Experience**:

- AI/ML: 2 years (required)
- LLM, Langchain, Hugging Face: 2 years (required)
- BE/B.tech (IT/CS)Must be: 4 years (required)

**Language**:

- Communication Must be (required)

**Speak with the employer**
+91 7489205587