trinetryinfotech.com
Institutional-scale crypto data infrastructure on a startup budget — 12 products shipped, 17 chains integrated, 3-person core.
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Products Shipped
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ML Models Deployed
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Knowledge Modules
End-to-end model design, training, and deployment. Deployed models include TimesFM deviation-score signals, multi-factor CryptoScore (OnChain/Value/Momentum), sentiment engines, and regime detection — all in production with real evaluation pipelines.
Algorithmic strategies, backtesting infrastructure, and real-time data pipelines spanning 17 blockchains, 1,000+ coins, and 130+ technical indicators — all running at a fraction of institutional data costs.
Scalable pipelines from BigQuery to Postgres to Redis, automated ETL orchestration across 67 GitHub Actions, health monitoring with auto-issue filing, and 2,800+ combined nodes of production graph-analysed infrastructure.
Full-stack product delivery across React 19, Next.js, FastAPI, Firebase, and AWS. PWA, gamification, real-time dashboards — proven across 12 shipped products, each with live users and CI/CD.
Gyanmarg — ज्ञानमार्ग
Transform ancient wisdom into modern mastery.
Converting dense Vedic and Indian knowledge into a game loop that doesn't feel like school — 80+ interactive visualisations built from scratch, each explaining a philosophical concept without a single wall of text.
Gamified learning platform with spaced repetition, active recall, and 60+ lesson subjects spanning Vedic wisdom to modern science — each with 10 levels of mastery. Features 80+ interactive visualizations, flashcard decks, mini-games, and AI-generated reels for on-the-go revision. Built as a PWA with levelling, XP tracking, and progress analytics.
React 19 · 
TypeScript · 
Vite · 
Firebase Hosting · CloudFront
Pratyaksha — प्रत्यक्ष
See your mind. Clearly.
Getting a 4-agent LLM pipeline to consistently output structured emotion maps without hallucination — each agent cross-validates the others, and the final layer rejects anything that doesn't match the user's actual journal text.
Cognitive journaling dashboard powered by a 4-agent AI pipeline. Maps emotions, detects recurring themes, and surfaces actionable insights from daily journal entries. Currently being migrated from Cloud Run to Lightsail.
React · 
GPT-4o · 
AWS Lightsail
CryptoPrism — On-Chain Quantitative Intelligence
See the market through every angle.
The trick: an intelligent caching layer that respects rate limits across 17 RPC endpoints while keeping all 1,000+ coins fresh within each 5-minute window — without it, the infrastructure cost would be 50x higher.
A crypto-native analytics platform that ingests 17 blockchains via BigQuery public datasets, processes 1,000+ coins daily with 130+ technical indicators, and generates ML-powered signals through an ensemble of scoring models. The proprietary CryptoScore formula weights OnChain (40%), Value (30%), and Momentum (30%) factors. Includes Saarthi, an AI companion for natural-language market queries, and a real-time sentiment engine fed by hourly news pipelines. The entire system runs on GCP + AWS infrastructure at under $100/mo — where comparable institutional data providers charge $15,000–30,000/mo.
FastAPI · 
BigQuery · 
PostgreSQL · 
Redis · 
Next.js · 
Claude · 
Binance
DPIIT-recognised AI startup building at the intersection of artificial intelligence, quantitative research, and software engineering. Our flagship CryptoPrism platform delivers on-chain analytics on 17 blockchains — the kind of data that costs institutions $15K–30K/mo, running on under $100/mo of infrastructure. Three-person core team, capital-efficient, production-grade. We ship.
Building a crypto data product? Need a fractional engineering lead or technical advisor?
yogesh.sahu@trinetryinfotech.comTypically responds within 24 hours.
Engagement Models
Advisory
₹10,000 / hour
Architecture reviews, technical direction, data strategy, and roadmap sessions for teams building AI, quant, or crypto data products.
Fractional Engineering Lead
₹2,00,000 / month
Hands-on leadership across design, build, and ship — ideal for startups that need senior IC output without a full-time hire.
Project Delivery
From ₹5,00,000 / project
End-to-end product builds: data pipelines, ML systems, full-stack apps, and integrations. Scope and fixed fee agreed upfront.
All rates in INR. International clients billed at equivalent USD. Start with a no-cost 30-minute scoping call — yogesh.sahu@trinetryinfotech.com
Journey
Click a milestone to expand.
Infrastructure
The cost trick isn't magic — it's a caching layer that respects rate limits across endpoints while keeping all coins fresh inside a 5-minute window.
Read Note →Methodology
OnChain leads because it's the hardest to fake. Momentum gets the smallest slice because it's the noisiest signal.
Read Note →AI
The fourth agent is the skeptic — it cross-checks the others against raw text and rejects anything it can't find evidence for.
Read Note →