Abhishek Kumar
AI Engineer | NLP, CV, Transformers, MLOps | Python, PyTorch, TensorFlow | Scalable ML Pipelines on AWS/GCP | Ethical AI & Model Explainability Advocate
- Role
- Ai Engineer at Comcast
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Abhishek Kumar
With a freshly minted Master of Science degree in Computer Science from Stevens Institute…
Experience
Ai Engineer
May 2025 — Present · US
Engineered scalable ML pipelines on GCP Vertex AI using TensorFlow, MLflow, and Apache Airflow for live model retraining and deployment-Built real-time Object Detection systems with OpenCV, PyTorch, and ONNX, reducing processing time by 35%-Deployed Transformers for smart text summarization in content metadata using Hugging Face andFastAPI-Applied GANs and Autoencoders to generate synthetic data for rare event prediction models,increasing accuracy by 18%-Maintained automated CI/CD pipelines for ML using Kubernetes, Docker, and Terraform for container orchestration and infrastructure provisioning-Developed Streamlit dashboards to visualize model metrics and integrated Prometheus and Grafana for monitoring latency and drift-Secured model APIs using OAuth and JSON Web Tokens (JWT) while optimizing response time with FastAPI.
Education
Indian Institute of Information Technology, SriCity
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
2018
Stevens Institute of Technology
Master of Science - MS, Computer Science
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