Career
Current
Staff Machine Learning Engineer
10 mosMicron Technology
End-to-end ML system design and architecture across manufacturing workstreams.
Past
Machine Learning Engineer III
3 yrsMicron Technology
Production computer-vision models for wafer and SEM defect detection at scale.
Edge AI Developer
2 yrsTata Consultancy Services
IIoT edge inference and retail text analytics on Azure, in the Microsoft business unit.
Machine Learning Developer
3 yrsTata Consultancy Services
Cloud ML microservices served as REST APIs, and large-scale PySpark pipelines.
Education
B.Tech, Information Technology
4 yrsVR Siddhartha Engineering College
Skills
- ML / Deep LearningPyTorch · TensorFlow/Keras · YOLO · ResNeSt · EfficientNet · Scikit-learn · OpenCV · ONNX · Anomaly Detection · Image Classification · Object Detection · Model Compression
- MLOps / CloudGCP (Vertex AI, GKE, Dataflow, BigQuery, Cloud Storage, Cloud Run) · Azure (ML, Stream Analytics, Cosmos DB, DevOps) · Docker · CI/CD · Model Registry · Monitoring/Alerting
- GenAILLM Integration · RAG Pipelines · Conversational AI · Prompt Engineering · Agentic Workflows · Document Intelligence
- Languages / ToolsPython · SQL · Java · PySpark · Git · REST APIs · Flask · Spring Boot · Linux
Certifications
- Google Cloud Professional Machine Learning Engineer
- Microsoft Certified: Azure IoT Developer Specialty
- TensorFlow Developer Certificate (Google)
- Deep Learning Specialization (DeepLearning.AI)
- AI Engineering Professional Certificate (IBM)
Writing on Medium
Earlier technical writing lives on Medium. New posts land here, but the archive is all still worth reading:
- The Typing Got Cheap. The Knowing Didn’t. · Jun 2026
- Masked Auto Encoders: When a Model Learns to See by Looking Away · Jun 2026
- DataTrove: The Factory Floor Behind Every Good LLM · Mar 2026
- DilatedConvBlock: When Convolutions Learn to Breathe · Jan 2026
- From Basics to Breakthroughs: The Complete Guide to GhostConvBlock in Deep Learning · Jun 2025
- How “Attention Is All You Need” Revolutionised AI (And Changed Everything) · Jun 2025
- The Future of LLM Security, Encryption & Privacy: Breakthroughs and Challenges in 2025 · Jun 2025
- Understanding MB Conv Block: The Building Block Behind Efficient Deep Learning · May 2025
- Learning Google ML Engineering and Clearing the Certification · Feb 2023
- Understanding VQ-VAE — Noob Level · Feb 2023