Open to opportunities

Nikhil Singh

@nikhilsingh5

I am an AI architect and senior data scientist specializing in production-grade generative AI and recommendation systems.

India

Message

What I'm looking for

I seek roles to architect and deploy production-grade AI systems, lead ML engineering, work on generative AI and recommender systems, and drive end-to-end model lifecycle in cloud-native environments.

I am an AI architect and senior data scientist specializing in building production-grade generative AI and recommendation systems that drive user engagement and information retrieval. I lead end-to-end technical delivery of agentic AI assistants and design scalable microservices deployed on Kubernetes with automated CI/CD.

I built a multimodal information-extraction and model-deployment framework containerized for SageMaker and have architected real-time inference servers using TensorFlow Serving and ELK monitoring. At Jio I developed a StyleGAN-based face-swap engine and multiple recommendation systems using BPR and deep sequence models, supporting Hadoop, Spark, and Airflow pipelines. I hold several patents related to face swapping and recommendation systems and focus on practical, measurable impact in production environments.

Experience

Work history, roles, and key accomplishments

Current

AI Architect

Current

Coforge

Dec 2023 - Present (1 year 9 months)

Led end-to-end technical delivery of an enterprise Agentic AI assistant for an e-commerce platform, developing and deploying three microservices (answer generation, data processing, web app) on Google Kubernetes with automated CI/CD to improve retrieval and answer comprehensiveness.

Python LlamaIndex Kubernetes CI CD Microservices Google Cloud

Senior Data Scientist

Foundation AI

Dec 2022 - Nov 2023 (11 months)

Individually built a multimodal information-extraction framework for data ingestion, preparation, finetuning, evaluation and deployment, packaging a containerized, pluggable solution and deploying it in SageMaker for seamless experiments and model integration.

Python PyTorch Amazon SageMaker Model Fine Tuning Docker Data Ingestion Evaluation

Senior Manager, ML Engineering

Jio Platforms

Jul 2019 - Dec 2022 (3 years 5 months)

Built and scaled a real-time face-swap engine using StyleGAN latent-space interpolation deployed on Kubernetes with ELK monitoring; developed recommendation systems using Bayesian Personalized Ranking and news recommendation models with TensorFlow Serving inference servers.

Python Kubernetes Spark Hadoop Recommender Systems Bayesian Personalized Ranking ELK Stack

Research Intern

Defence Research and Development Organisation

May 2018 - Jun 2018 (1 month)

Implemented a simulator for passive aerial object detection using radio signals and Time Difference of Arrival algorithms to prioritize receivers and minimize localization error boundaries.

Python Time Difference Of Arrival Simulation Receiver Prioritization