Muskan

Engineered and developed 3+ revenue critical Web3 products (POH, Mints, Nodes)

Designed and implemented RESTful APIs, background jobs, and asynchronous task processing systems using AWS SQS and GCP Pub/Sub for scalable and efficient workflow management.

Re-architected and deployed an image generation pipeline using Python, moving from push-based to pull-based; reduced failure rate by 40% and improved delivery time.

Spearheaded API performance optimization by introducing a Redis caching layer, achieving a 3x improvement in latency and load times.

Optimized MongoDB queries, cutting API response times by 60% and boosting throughput under high concurrency.

Implemented a health check service to proactively monitor application performance and availability.

Designed APIs using Sails.js and FastAPI to trigger Al model executions and manage inference results, reducing latency by 20% through parallel processing using API Schedulers and caching strategies.

Optimized complex database queries and API endpoints, reducing average response times by 40% and improving system throughput by 30%.

Led the backend development for the Video 360° product, adopted by 20+ enterprise clients, driving increased user engagement.

Designed and implemented major features and bug fixes, independently and collaboratively, enhancing product stability and performance.

Implemented role-based access control (RBAC) across services, enforcing security policies and reducing unauthorized access incidents by 70%.

Implementation of the Mask R-CNN algorithm, for high-precision instance segmentation, to enable accurate object detection and pixel-level segmentation in remote sensing imagery and video streams.

Conducted in-depth research and analysis on Mask R-CNN architecture and Modified PCM (MPCM) classifiers, contributing to architectural improvements and performance tuning.

Led dataset preparation efforts including image annotation, preprocessing, and augmentation, ensuring high-quality training inputs.

Prepared detailed technical documentation and presented research findings to the team, enhancing knowledge sharing and project continuity.

Utilized version control systems like GitHub to manage source code changes during development cycles.