Update README.md

README.md

@@ -52,23 +52,28 @@ ner_pipeline = pipeline("ner", model=model, tokenizer=tokenizer, device=device,
 
 # Example job description text
 text = """
-Details
 Responsibilities of the Intern:
 
-Accurately enter and update data into the company's databases and systems.
-Maintain and organize digital and physical records.
-Assist in generating and compiling reports using data from various sources.
-Perform data quality checks to ensure accuracy and completeness.
-Support the team with other administrative tasks as needed.
+Design, develop, and implement AI agents for various applications.
+Train and fine-tune machine learning models using structured and unstructured datasets.
+Work with deep learning frameworks such as TensorFlow, PyTorch, and scikit-learn.
+Implement reinforcement learning techniques to enhance AI agent performance.
+Perform data preprocessing, augmentation, and feature engineering.
+Optimize model performance through hyperparameter tuning and algorithm optimization.
+Integrate AI solutions into real-world applications and assist in deployment.
+Collaborate with data scientists, software engineers, and business teams to understand requirements and deliver AI-driven solutions.
+Conduct research and stay updated with the latest trends and advancements in AI and ML.
+Document research findings, methodologies, and results effectively.
 Requirements:
 
-Strong data entry skills with high accuracy and attention to detail.
-Proficiency in Microsoft Excel and other data management tools.
-Basic understanding of data analysis and reporting.
-Excellent organizational and time-management skills.
-Good communication skills, both written and verbal.
-Ability to work independently and manage time effectively.
-A proactive approach to problem-solving.
+Strong programming skills in Python (knowledge of C++/Java is a plus).
+Experience with machine learning frameworks like TensorFlow, PyTorch, or Keras.
+Understanding of deep learning, natural language processing (NLP), and computer vision techniques.
+Familiarity with reinforcement learning concepts and their applications.
+Knowledge of data preprocessing, feature engineering, and model evaluation techniques.
+Experience working with large datasets and cloud computing platforms (AWS, Google Cloud, or Azure) is a plus.
+Strong problem-solving skills and the ability to work in a collaborative team environment.
+Excellent communication and documentation skills.
 """
 
 # Run inference
@@ -84,14 +89,25 @@ for ent in entities:
 ```
 Device set to use cpu
 Asking to truncate to max_length but no maximum length is provided and the model has no predefined maximum length. Default to no truncation.
-SKILL      |  detail                   | score=1.000
-SKILL      |  Excel                    | score=1.000
-SKILL      |  management               | score=1.000
-SKILL      |  data analysis            | score=1.000
-SKILL      |  reporting                | score=1.000
-SKILL      |  time                     | score=0.993
-SKILL      | management                | score=1.000
-SKILL      |  communication skills     | score=1.000
+SKILL      |  machine learning         | score=1.000
+SKILL      |  learning                 | score=1.000
+SKILL      | learn                     | score=0.758
+SKILL      |  learning techniques      | score=0.769
+DISCIPLINE |  engineering              | score=1.000
+COURSE     |  data scientists          | score=0.954
+SKILL      |  research                 | score=1.000
+SKILL      |  ML                       | score=0.997
+SKILL      |  research findings        | score=1.000
+SKILL      |  results                  | score=0.960
+SKILL      |  programming              | score=1.000
+SKILL      |  Python                   | score=0.599
+SKILL      |  machine learning         | score=1.000
+SKILL      |  learning                 | score=1.000
+SKILL      |  learning                 | score=1.000
+DISCIPLINE |  engineering              | score=1.000
+SKILL      |  collaborative            | score=0.900
+SKILL      |  communication            | score=1.000
+SKILL      |  documentation skills     | score=0.983
 ```
 
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