Projects
Open-source tools and production platforms - from GitHub-hosted demos to SaaS infrastructure shipped at scale. Edmingle client names are withheld; the engineering is not.
EC2 Warm Pool Autoscaler
Production · Cloud Infrastructure
Custom AWS Lambda autoscaler for a fixed EC2 warm pool behind ALB: scheduled capacity, CPU-based dynamic scaling, self-healing from target-group health, and WAF IP-set sync - with dry-run safety and 271+ offline tests.
271+ offline tests · 3 min reconcile
- AWS Lambda
- EC2
- ALB
- CloudWatch
- WAF
- Serverless
- Node.js
Parkhu AI
Open Source · Market Intelligence
Pre-open institutional research pipeline - 13 collectors, derived indicator engine, gated swing brief with suggestion ledger, and LLM-ready research pack on GitHub Actions.
~366-symbol daily universe
- Python
- GitHub Actions
- NSE
- TradingView
- React
AI Job Hunter
Open Source · Job Discovery
Zero-cost job discovery monorepo - 10+ ATS scanners, local Hugging Face embeddings, Supabase storage, and a React dashboard on GitHub Pages.
Rs.0 operational cost stack
- Python
- React
- Supabase
- GitHub Actions
US IT Companies Scraper
Personal · Job Search Automation
Python CLI that enriches 80+ curated high-paying US tech employers with career emails, links, and backend hiring signals - exports CSV/Excel for targeted outreach alongside AI Job Hunter.
80+ curated employers · $140k+ floor
- Python
- Selenium
- BeautifulSoup
- pandas
Haat
Open Source · Multi-Agent Research
LangGraph market research desk - 14+ LLM agents debate evidence, stress-test risk, and issue a 5-tier rating plus machine-readable trade ticket grounded in a deterministic quant engine.
~565 pytest cases · 14+ agents
- Python
- LangGraph
- FastAPI
- React
- LLM
MyLumo Website
MyLumo · Marketing Platform
Live Next.js static-export marketing site for consulting and SaaS - 18 routes, 38 MDX blog posts, build-time SEO pipeline, and GitHub Actions deploy to S3 plus CloudFront at mylumo.in.
Live at mylumo.in · 38 posts
- Next.js
- TypeScript
- AWS
- CloudFront
- GitHub Actions
Master Company Database
Open Source · Data Pipeline
Single source of truth from Startup India raw exports - normalize, deduplicate, and load ~370k companies into SQLite, then enrich from the live web in resumable phases.
~370k master companies
- Python
- SQLite
- AWS S3
- GitHub Actions
Docs PNG to JPG
Open Source · Document Tooling
Python utility for batch-converting PNG document scans to JPG - built for lighter archives and faster downstream document processing.
Batch document conversion
- Python
- Image Processing
Multi-Tenant SaaS Platform
Edmingle · Platform Architecture
White-label edtech SaaS on AWS - ALB warm-pool APIs, Redis Streams, RDS MySQL, Lambda control plane, CloudFront media, and Go SQS workers for peak-load isolation.
67% CDN gain · RTO <15m
- AWS
- Node.js
- Redis
- ALB
- CloudFront
- Go
- SQS
ZyncSpace
Personal · AI Collaboration
Founder-engineered collaboration platform - real-time WebSocket messaging, Redis Streams fan-out, semantic search, and an embedded AI assistant on AWS.
WebSockets + Redis Streams
- Node.js
- AWS
- Redis
- TypeScript
- WebSockets
LoopShield LLM Gateway
Personal · AI Infrastructure
Low-latency LLM gateway and circuit breaker - centralized routing, rate limits, streaming SSE, token accounting, and multi-provider failover.
Centralized inference control plane
- Go
- Node.js
- Redis
- OpenTelemetry
- LLM
High-Concurrency Event Processing Framework
Edmingle · Distributed Systems
A staged Redis Streams worker framework for burst-write domains - signup, enrollment, and social workloads - with locking, retries, and Slack alerts.
Reusable event-driven model
- Redis
- Node.js
- AWS
- GitHub Actions
Resumable Client Content Migration Tooling
Edmingle · Platform Tooling
Repeatable migration workflows for enterprise content onboarding - type-segregated transfers, resumable processing, and deduplication across legacy systems.
Resumable enterprise onboarding
- Node.js
- AWS
- MySQL
- GitHub Actions
Media Delivery and CDN Modernization
Edmingle · Performance
Migrated video and asset delivery to Vimeo, S3, and CloudFront - pairing CDN changes with compression and cache updates to cut server load.
67% asset response-time gain
- CloudFront
- AWS
- Docker
- GitHub Actions
Build and Quality Automation
Edmingle · Release Engineering
Re-architected GitHub Actions runner and application pipelines, then extended the workflow with an automated pull-request quality gate.
~10 minutes saved per build
- GitHub Actions
- Docker
- AWS
Go SQS Worker Platform
Edmingle · Throughput
Go workers with Amazon SQS for high-concurrency transfers and requests - raising throughput and isolating peak-load work from synchronous APIs.
Peak-load isolation from APIs
- Go
- AWS
- Node.js
- GitHub Actions