Hey, I am Yash

AI, full-stack, and systems. always building.

I am an AI-fueled full-stack engineer passionate about building systems that scale and ship fast. Currently, I am a Software Development Engineer at Binocs, Bangalore, where I build production AI agents, automate workflows with LLMs, and ship end-to-end features from infrastructure to UI. I reduced Claude API cost by 99% ($1.00 → $0.01 per slide) by redesigning the AI presentation pipeline with prompt chaining and structured outputs.

Previously, I was a Software Engineering Intern at ViewR, where I built a cross-platform desktop app with Electron + React spanning 5 microservices, implemented real-time ONVIF/RTSP video streaming at sub-100ms latency, and deployed 4 AI/ML models for attendance and face recognition reaching 98%+ accuracy on 10,000+ daily requests.

I also did research at IIT Mandi, improving continuous authentication accuracy for banking apps from 89% to 92%, and analyzing molecular olfaction using Graph Neural Networks across 15,000+ pharmaceutical compounds.

I am a final-year B.Tech CS student at IIIT Una (GPA 8.3/10, graduating July 2026). I keep building in public — follow along on my GitHub and LinkedIn.

Yash Singh

Experience

Where I've worked.

Software Development Engineerat Binocs
July 2025 – Present · Onsite, Bangalore
PythonFastAPIGoReactAWSKubernetesTerraformClaudeDocker
  • Reduced Claude API cost by 99% ($1.00 → $0.01/slide) by redesigning the AI pipeline with prompt chaining
  • Shipped 5+ production AI agents with human-in-the-loop orchestration
  • Launched full-stack admin dashboard in 24 hours (React + FastAPI + Terraform + K8s) serving 40+ users
  • Integrated Stripe payments across 3 microservices with zero transaction failures
  • Cut dev environment costs 40% via infrastructure and CI/CD optimization
Software Engineering Internat ViewR
January 2025 – July 2025 · Remote
ReactElysia.jsPythonAWS RekognitionDockerKubernetes
  • Built cross-platform desktop app with Electron + React spanning 5 microservices (DMG in 8 weeks)
  • Real-time ONVIF/RTSP video streaming at sub-100ms latency
  • Deployed 4 AI/ML models for attendance and face recognition: 98%+ accuracy on 10,000+ daily requests
Research Assistant (Intern)at IIT Mandi
May 2024 – September 2024 · Himachal Pradesh
PythonKerasNumPyPandasMachine Learning
  • Improved continuous authentication accuracy from 89% → 92% for banking apps
  • Analyzed molecular olfaction with Graph Neural Networks across 15,000+ pharmaceutical compounds

Recent projectsGitHub ➔

Things I have built recently.

TypeScriptNext.jsPrismaPostgreSQLDockerGemini API

Serving 1,000+ monthly users with AI-powered resume suggestions. 99.9% uptime on AWS.

TypeScriptReactNode.jsWebSocketsRedisPostgreSQL

Sub-50ms move propagation, ELO-based matchmaking, OAuth login, containerized deployment.

Achievements

Competitions and contests I have placed in.

Tech depthAll projects ➔

What I build with and specialize in.

AI & LLM Tools
ClaudeLangChainAI AgentsPrompt EngineeringRAGHuman-in-the-Loop SystemsOpenAI Codex
Languages
PythonTypeScriptJavaScriptGoC++SQLHTML/CSS
Frameworks
ReactNext.jsFastAPINode.jsExpress.jsElectron.jsPrisma ORM
Cloud & DevOps
AWSGCPDockerKubernetesTerraformHelmGitHub ActionsGrafana
Databases
PostgreSQLMongoDBRedisWebSocketsMicroservices
Machine Learning
TensorFlowKerasPyTorchScikit-learnGraph Neural NetworksNLP

Writings and LearningsFull archive ➔

Essays on AI agents, full-stack systems, and building in public.