# Amit Rokade > Senior Software Engineer @ Fabric Cryptography | Ex-Amazon SDE | Master's in Computer Science Location: United States, United States Profile: https://flows.cv/amitrokade With a Master’s degree in Computer Science from Rochester Institute of Technology, I currently work as a Senior Software Engineer at Fabric Cryptography. My expertise lies in building distributed and backend systems, observability tools, and automation solutions using tools like Python, Kubernetes, Docker and Prometheus. I’ve successfully delivered scalable projects including a full-stack DRAM visualizer and fault-tolerant Azure/Kubernetes pipelines, contributing to significant improvements in system reliability and operational efficiency. Previous experience in Amazon (AWS, EC2, SQS, SNS, Cloudfront) ## Work Experience ### Senior Software Engineer @ Fabric Cryptography Jan 2024 – Jan 2026 | Remote, United States Building distributed systems and observability tools. Delivered a full-stack DRAM visualizer (131k+ datapoints/frame), fault-tolerant Azure/Kubernetes pipelines (99% deployment success), and gRPC telemetry in Rust/C++. Automated deployments (-30% lead time, $50k/yr savings) and improved reliability with Prometheus/Grafana (1.5× fewer outages, 50% faster image pulls). • Built full-stack interactive DRAM visualizer using React, Express, and D3.js to render 131k+ dynamic data points/frame for hardware chip diagnostics; architected a performant frontend with lazy loading and quadtree spatial indexing algorithm, and oversaw end-to-end system integration for real-time analysis. • Architected & developed a multi-region web app using Python flask + JS to visualize deployment performance metrics from our custom datacenter; engineered data flow from Azure Cold Storage to containerized services deployed via Kubernetes, ensuring 99% deployment success with a fault-tolerant design and seamless failover support. • Instrumented gRPC with C++ and Rust to enable fine-grained telemetry, metrics, & better observability for apps and introduced certificate management, reducing security risks by 30% & executing seamless gRPC workloads. • Automated deployment process by creating a new pipeline to custom cloud using Azure Service Principal, Ansible & Python, producing unified k8s deployment images, decreasing lead time for change by 30% • Integrated Prometheus-based monitoring & alerting in K8s cluster via IaC, reducing outages by 1.5×, and hooked Slack-API to forward alerts using Python. Optimized container image pulls by configuring Azure Container Registry cache rules, reducing DockerHub pulls by 90% and lowering pull costs; with efficient caching, cut average pull times by 50%. • Technologies: Rust, C++, gRPC, Python, Flask, React, Javascript, Node, Docker, Kubernetes, Azure (Table, Blob, Data Lake, Service Principal), Ansible, Jinja, Grafana, Prometheus, SSL, TCP, Git. ### Software Engineer @ Amazon Jan 2022 – Jan 2024 Software Development Engineer at Amazon — Built full-stack web tools (Java, React/Redux, AWS) scaling to 3,000+ sites/400+ markets; created hiring simulator (~$3M savings). Led Operational Excellence with AWS CDK dashboards + CloudWatch automation, cutting SEV turnaround from 10+ hrs → 10 mins. • Developed full-stack web tools using Java (Spring Boot, Smithy) and React/Redux to support site feasibility analysis, competitor intelligence, and real-time updates across 3,000+ sites and 400+ markets; empowered retail expansion and planning teams with actionable insights at scale. • Created modular features—messaging systems, report generators, and executive approval workflows—backed by NoSQL (MongoDB, DynamoDB) and SQL (Amazon RDS) and deployed via AWS ECS, EC2, Elastic- Search, CloudFront, SNS. • Built an optimized hiring simulator enabling strategic experimentation with location and workforce levers, driving an estimated $3M annual cost savings. • Led Operational Excellence by building an AWS CDK dashboard visualizing 12 health metrics on EC2-powered resources; authored automated CloudWatch alarms that triggered SEV tickets via Slack-API—reducing issue turnaround from 10+hrs to 10 mins. • Added accessibility using React with dark mode features to the hiring simulator web app according to WAG standards and end-to-end playwright tests • Technologies: Java, Spring, Smithy, React, Redux, JavaScript, TypeScript, Jest, Vite, AWS (API Gateway, RestAPIs, EC2, SNS, SQS, DynamoDB, MongoDB, RDS). ### Software Engineer @ Lightelligence Jan 2021 – Jan 2022 | Boston, Massachusetts, United States Developed NoC simulators, optimized LLMs with compression techniques, and built AWS Batch workflows—while creating an open-source 3D ML Ops visualizer for large-scale models. Hands-on with Python, PyTorch, React, Docker, AWS, and advanced performance optimization. • Built a NoC simulator for analysis, modeling traffic on a 2D grid and applying path traversal algorithms (A*, Dijkstra, weighted, round robin) to evaluate latency and power/cost efficiency. • Optimized a BERT(LLM)-based NLP system for real-time inference by applying model compression techniques (pruning, early-exit, distillation, quantization), enabling production-ready AI features with minimal accuracy loss. • Built AWS Batch workflows: job definitions, queues, compute environments, ECR/ECS integration, and an SNS queue to trigger worker scripts upon DynamoDB updates. • Built an Open Source 3D ML Ops visualizer (Python Flask, ThreeJS, D3.js) using quadtree spatial indexing to render and interact with large-scale models (Eg.MNIST, ResNet, BERT) data in real time. • Technologies: Python, PyTorch, JavaScript, TypeScript, React, Docker, Bazel, AWS, ThreeJS, D3JS. ### Graduate Student @ Rochester Institute of Technology Jan 2018 – Jan 2021 | Rochester, New York Area ### Lifeguard @ Rochester Institute of Technology Jan 2019 – Jan 2019 | Rochester, New York ### Software Engineer @ Lightelligence Jan 2020 – Jan 2020 | South Boston ### Photographer @ Reporter Magazine Jan 2019 – Jan 2019 | Rochester, New York Area Got to do amazing work for RIT's student run magazine - REPORTER ### Videographer @ Reporter Magazine Jan 2019 – Jan 2019 | Rochester, New York Area Got to do amazing work for RIT's student run magazine - REPORTER ### Image Processing using matlab @ Ramrao Adik Institute of Technology Jan 2017 – Jan 2019 | Nerul ### Android Developer @ Barbero Jan 2017 – Jan 2017 | Mumbai Area, India ## Education ### Master's degree in Computer Science Rochester Institute of Technology Jan 2018 – Jan 2020 ### Bachelor of Engineering in Computer Science Ramrao Adik Institute of Technology Jan 2014 – Jan 2018 ## Contact & Social - LinkedIn: https://linkedin.com/in/amit-rokade - Website: https://medium.com/@amipro.n - GitHub: https://github.com/amitrokade47 --- Source: https://flows.cv/amitrokade JSON Resume: https://flows.cv/amitrokade/resume.json Last updated: 2026-03-22