AI/ML Engineer

3 weeks ago

Lahore, Punjab, Pakistan Cinnova Technologies, LLC Full time

We are seeking a highly skilled AI/ML Engineer to design, develop, and deploy innovative machine learning models and AI-driven solutions. This is an on-site role, offering an exciting opportunity for individuals passionate about artificial intelligence, data science, and building intelligent systems to solve real-world challenges.

Responsibilities:
  • Design, develop, and optimize machine learning models and AI-driven solutions to address complex business challenges.
  • Implement Retrieval-Augmented Generation (RAG) pipelines to enhance AI model capabilities, integrating vector databases and retrieval models .
  • Develop and fine-tune large language models (LLMs) for NLP applications, leveraging transformers and embedding-based search .
  • Utilize Hugging Face Transformers and Model Hub for fine-tuning and deploying state-of-the-art models.
  • Collaborate with cross-functional teams to define project requirements and integrate AI/ML solutions into business workflows.
  • Preprocess, clean, and analyze large-scale datasets while ensuring data privacy, security, and compliance (e.g., GDPR, HIPAA, SOC 2 ).
  • Develop and deploy secure and scalable ML pipelines , leveraging MLOps best practices for continuous integration and deployment.
  • Monitor, evaluate, and refine model performance using A/B testing, drift detection, explainability, and adversarial robustness techniques .
  • Implement AI security best practices , including adversarial attack detection, model integrity verification, and bias mitigation .
  • Stay updated with LLMs, generative AI, retrieval-based AI trends , and secure AI development methodologies.
  • Deploy and manage AI/ML models on cloud platforms such as AWS, Azure, or GCP, ensuring compliance with secure AI governance frameworks .
  • Work with vector databases (e.g., FAISS, Pinecone, Weaviate, ChromaDB ) and retrieval frameworks (e.g., LangChain, LlamaIndex ).
  • Build and optimize secure APIs , ensuring protection against data leaks, prompt injection attacks, and unauthorized access .
  • Other duties as needed.
Requirements:
  • 2+ years of experience in AI/ML model development and deployment.
  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, Artificial Intelligence, or a related field.
  • Strong programming skills in Python (preferred), R*, or Java*.
  • Hands-on experience with ML frameworks like TensorFlow, PyTorch, or Keras.
  • Expertise in natural language processing (NLP) , computer vision , deep learning , and LLMs .
  • Proficiency in retrieval-augmented generation (RAG) , embedding models , and vector databases (FAISS, Pinecone, Weaviate, ChromaDB).
  • Experience with cloud AI services (AWS SageMaker, Azure AI, Google AI Platform).
  • Strong understanding of Hugging Face Transformers , Model Hub , and tokenizers for model fine-tuning and deployment.
  • Familiarity with big data tools such as Hadoop, Spark, or Kafka (preferred).
  • Strong understanding of adversarial ML attacks, model explainability, AI governance, and bias mitigation techniques .
  • Knowledge of security best practices for AI, including prompt injection protection, data anonymization, and secure model deployment .
  • Strong foundation in algorithms, data structures, and model evaluation techniques .
  • Proven ability to deliver end-to-end AI/ML projects , from concept to production, with a focus on secure and responsible AI .
  • Strong analytical and problem-solving skills with attention to detail.
  • Excellent communication skills to collaborate with teams and present findings.
  • Ability to work on-site and manage multiple projects effectively.
Perks and Benefits:
  • Provident Fund and Medical Allowances
  • Professional Training and Certifications
  • Paid Time Off
  • Semi-Annual Performance Bonus and Awards
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