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BREACH1247/README.md

πŸ‘‹ Hi, I'm Aditya Sinha

Backend Engineer at @Skidos | Distributed Systems & Observability

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πŸš€ About Me

Backend engineer specializing in high-performance systems, media pipelines, and observability at scale. I build reliable infrastructure that powers production systems handling millions of transactions, with a proven track record of reducing operational costs and shipping features with zero-downtime deployments.

Currently: Building video ingestion and processing pipelines at Skidos Previously: SDE-1 Backend at Samespace, working on AI-driven search and LLM infrastructure

🎯 Core Expertise

  • Video & Media Pipelines – HLS streaming, adaptive bitrate transcoding, CDN optimization
  • Distributed Systems – Microservices architecture, async job orchestration, inter-service communication
  • Observability & Monitoring – OpenTelemetry, SigNoz, Prometheus/Grafana, production alerting
  • Infrastructure Optimization – Cost reduction through smart caching, data migration, indexing strategies
  • AI/LLM Integration – Vector databases, semantic search, document-grounded conversations, multi-language localization

πŸ“ˆ Impact-Driven Results

  • 80% latency reduction – Edge caching strategy for notification delivery system (P99 latency)
  • CDN cost optimization – On-demand segment delivery vs. full file transfers in HLS pipeline
  • Significant DB cost savings – Cold storage migration + indexing overhaul for stale data management
  • Days to minutes – Automated multi-language voice-over pipeline (14 languages via GPT-4 + ElevenLabs)
  • 150+ APIs refactored – Domain-Driven Design implementation without production impact

πŸ“¬ Get in Touch


πŸ”— Connect With Me

Twitter LinkedIn LeetCode


πŸ’» Tech Stack

Languages

Go Python C++ JavaScript

Backend & APIs

Go-Fiber REST APIs gRPC Express.js

Databases & Storage

ScyllaDB MongoDB MySQL PostgreSQL Redis QdrantDB S3 & MinIO

Message Queues & Streaming

RabbitMQ Apache Kafka NATS

Observability & Monitoring

SigNoz OpenTelemetry Prometheus Grafana

Cloud & DevOps

AWS Docker Nginx Git

Specialized Tools

FFmpeg GPT-4 / LLMs ElevenLabs


πŸ’Ό Professional Experience

Software Engineer @ Skidos (March 2025 – Present)

Building the backbone of a kids' educational platform with focus on video delivery and AI-powered content.

Key Projects:

  • Video Ingestion Pipeline – Engineered end-to-end HLS adaptive bitrate streaming system, delivering chunks on-demand to reduce CDN bandwidth
  • Multi-Language Voice-Over Pipeline – Automated content localization across 14 languages using GPT-4 rule engine, ElevenLabs synthesis, and CDN delivery (days to minutes turnaround)
  • Cost Optimization – Migrated stale data to cold storage and overhauled indexing strategy, achieving significant managed DB cost reduction
  • API Refactoring – Led phased migration of 150+ APIs to Domain-Driven Design (DDD) service layers with zero production impact

SDE-1 Backend @ Samespace (March 2024 – March 2025)

Developed AI-powered communication and search platform, handling real-time data at scale.

Key Projects:

  • Notification Delivery System – High-throughput system with edge caching, achieving 80% P99 latency reduction and improved reliability at scale
  • AI-Driven Search – Implemented semantic full-text and image retrieval using QdrantDB with document captioning and chunking
  • Document-Grounded LLM – Built backend infrastructure with gRPC communication, vector retrieval (cosine similarity + confidence thresholding), and GPT-3 integration
  • Production Observability – Implemented comprehensive monitoring with SigNoz and OpenTelemetry for real-time insights and alerting

πŸ”¬ Featured Projects

HLS Video Streaming Pipeline (2025)

Go, Docker, RabbitMQ, MinIO, PostgreSQL, Redis, Nginx, FFmpeg, Prometheus, Grafana

Scalable microservices-based video transcoding and delivery system.

  • M3U8 chunked streaming with adaptive bitrate (480p/720p/1080p) and seamless quality switching
  • RabbitMQ-driven async job orchestration with horizontally scalable FFmpeg workers
  • MinIO (S3-compatible) for durable artifact storage
  • Production-grade observability with Prometheus metrics and Grafana dashboards

Semantic Search & Vector Database

Go, QdrantDB, gRPC, OpenTelemetry

AI-powered search engine for contacts and conversations.

  • Document chunking and embedding generation
  • Cosine similarity search with confidence thresholding
  • Low operational overhead, self-serve infrastructure
  • Full-text and image retrieval capabilities

πŸŽ“ Education

B.Tech – Information Technology Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, Odisha Graduated 2024 | CGPA: 8.9


🌱 Currently Learning

  • Rust for systems programming and high-performance backend systems
  • ELK Stack for enterprise-scale distributed logging
  • Advanced Kubernetes and container orchestration patterns
  • Rust async/await patterns and async runtime optimization

πŸ“Š GitHub Stats

Top Languages GitHub Stats


πŸ“š Articles & Insights

Passionate about sharing knowledge on distributed systems, scalability patterns, and production-grade engineering practices.


Let's collaborate on impactful backend systems! Feel free to reach out for discussions on distributed systems, system design, or potential opportunities. πŸš€

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