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Machine Learning Engineer
Machine Learning EngineerKresta Softech Private Limited • vapi, India
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Machine Learning Engineer

Machine Learning Engineer

Kresta Softech Private Limited • vapi, India
2 days ago
Job description

Candidate Requirements :

  • 5+ years of professional experience in full-stack or backend development, with at least 5 years of recent hands-on experience working with Python and AI / ML-powered applications.
  • Strong understanding of ML / NLP concepts, especially in areas such as text classification, summarization, and conversational AI.
  • Proficiency working with Langchain, AWS Bedrock, OpenAI APIs, Hugging Face, and Vector Databases (e.g., Pinecone, FAISS, Weaviate, etc.).
  • Experience with AWS services (especially Lambda, S3, Bedrock, Transcribe) in a SaaS or cloud-native environment.
  • Solid experience in integrating AI features with frontend applications (React or similar).
  • Ability to design clean, scalable APIs and integrate ML models into production systems.
  • Exposure to data pipelines and unstructured text processing is a plus.
  • Strong problem-solving, communication, and collaboration skills.
  • Bachelor's or Master's degree in Computer Science or related field.

Preferred Tech Stack :

  • Languages / Frameworks : Python, JavaScript, Node.js
  • AI / ML / NLP : OpenAI, Langchain, Hugging Face, AWS Bedrock, AWS Transcribe
  • Frontend : React
  • Databases : Vector DBs (Pinecone, FAISS, Milvus), MongoDB, PostgreSQL
  • Cloud : AWS (Lambda, S3, Bedrock, Sagemaker, API Gateway, Transcribe)
  • Tools : Git, CI / CD, Docker, Terraform
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    Machine Learning Engineer • vapi, India

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