Machine Learning Engineer

3 weeks ago


Bengaluru, India Kresta Softech Private Limited Full time

Candidate Requirements:

  • 6+ 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, API Gateway, Transcribe)
  • Tools: Git, CI/CD, Docker, Terraform



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