AI / ML - Developer

ConfidentialAhmedabad, India

10 days ago

Job description

Designation : AI / ML Developer

Location : Ahmedabad

Department : Technical

Job Summary

We are looking enthusiastic AI / ML Developer with 3+ years of relevant experience in machine learning and artificial intelligence. The candidate should be well-versed in designing and developing intelligent systems and have a solid grasp of data handling and model deployment.

Key Responsibilities

Develop and implement machine learning models tailored to business needs.
Develop and fine-tune Generative AI models (e.g., LLMs, diffusion models, VAEs) using platforms like Hugging Face, LangChain, or OpenAI.
Conduct data collection, cleaning, and pre-processing for model readiness.
Train, test, and optimize models to improve accuracy and performance.
Work closely with cross-functional teams to deploy AI models in production environments.
Perform data exploration, visualization, and feature selection
Stay up-to-date with the latest trends in AI / ML and experiment with new approaches.
Design and implement Multi-Agent Systems (MAS) for distributed intelligence, autonomous collaboration, or decision-making.
Integrate and orchestrate agentic workflows using tools like Agno, CrewAI or LangGraph.
Ensure scalability and efficiency of deployed solutions.
Monitor model performance and perform necessary updates or retraining.

Requirements

Strong programming skills in Python and experience with libraries like Tensor Flow, PyTorch, Scikit-learn, and Keras.

Experience working with vector databases (Pinecone, Weaviate, Chroma) for RAG systems.

Good understanding of machine learning concepts, including classification, regression, clustering, and deep learning.

Knowledge of knowledge graphs, semantic search, or symbolic reasoning.

Proficiency in working with tools such as Pandas, NumPy, and data visualization libraries.

Hands-on experience deploying models using REST APIs with frameworks like Flask or FastAPI.

Familiarity with cloud platforms (AWS, Google Cloud, or Azure) for ML deployment.

Knowledge of version control systems like Git.

Experience with Natural Language Processing (NLP), computer vision, or predictive analytics.

Exposure to MLOps tools and workflows (e.g., MLflow, Kubeflow, Airflow).

Basic familiarity with big data frameworks like Apache Spark or Hadoop.

Understanding of data pipelines and ETL processes.

What We Offer

Opportunity to work on live projects and client interactions.

A vibrant and learning-driven work culture.

5 days a week & Flexible work timings.

Skills Required

Airflow, Numpy, Pytorch, Flask, Python, Aws, Predictive Analytics, Hadoop, Apache Spark, Google Cloud, Git, Pandas, Computer Vision, FastAPI, Keras, Rest Apis, Azure

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Developer • Ahmedabad, India