Software Architect | AI Systems Researcher | Distributed Systems | Technical Writer | Open Source Builder
I work at the intersection of AI systems, distributed software, cloud-native platforms, and practical software architecture.
My work spans:
- AI systems, neural networks, and transformers
- distributed systems and software architecture
- Kubernetes, gRPC, and cloud-native engineering
- data platforms and developer infrastructure
- technical writing, papers, and open source projects
- Transformer-Based Surrogate Model for Accelerated Irregular Terrain Model Path Loss Prediction (PDF)
- High-Throughput Terrain Retrieval for Radio Propagation Modeling Using Zarr-Based Chunked Storage (PDF)
- Vibe Coding — Prompts Are All You Need?
- MCP — The Golden Key for AI Automation
- Explaining Transformers as Simply as Possible through a Small Language Model
- REST is not the Best for Micro-Services — GRPC and Docker makes a compelling case
- Using Velero and Restic to Backup Kubernetes
- Exploring Large Language Models — Language Understanding, Task Generalization & Fine-tuning
- Training / Fine-tuning a Masked Language Model (MLM)
- Leveraging Smaller LLMs for Enhanced Retrieval-Augmented Generation (RAG)
- Agentic AI without any Agentic Frameworks
- Compiling OpenCV with CUDA
- Optimizing any TensorFlow Model using TF Transform Tools and TensorRT
- Is Object Detection a Done Deal?
- Backpropagation Deep Dive — Back Propagation with Softmax Output
- CNN from Scratch
- Interface GRPC with Web using GRPC-Web and Envoy
- TF Serving — Deploy your TF/Keras Model with a Production-grade GRPC Interface
- Micro Services & Git — Mono/Multi Repo, Balancing Feature Development
- End to End Testing in MicroServices
- Kubernetes — Different Ways of Exposing a Service by an Example
- Grafana Loki with AWS S3 Backend through IRSA in AWS Kubernetes Cluster
- Docker — How to Check your Container's CPU Usage
- Go Kubernetes Operator — A Simple Operator with Kubebuilder
- From Data Warehouse to Data Lake to Data Lakehouse
- Using Apache Cassandra — A Few Things Before You Start
AI-native software engineering, practical transformer systems, distributed architecture, cloud-native platforms, and production-grade engineering workflows.
Views expressed here are my own and do not reflect those of my employer.
Open source work on this profile is independent and does not include any proprietary or confidential employer material.