LegacyLeap
AI-powered legacy modernization
A production AI platform that analyzes legacy Oracle, SSIS and SQL Server workloads and automates migration analysis, dependency mapping, transformation and code generation.
I'm Vivekananthan, a founding engineer, backend architect and AI systems engineer. I work with startups and product teams to turn difficult technical problems into reliable production systems.
Production AI systems rather than prototypes.
Designing the systems underneath serious products.
From vague idea → architecture → product → production.
For companies that already have a team.
AI-powered legacy modernization
A production AI platform that analyzes legacy Oracle, SSIS and SQL Server workloads and automates migration analysis, dependency mapping, transformation and code generation.
Real-time analytics at 1M+ events per match
Built the platform and the engineering team behind real-time sports analytics for BCCI/IPL and streaming partners: sub-second dashboards fed by a streaming pipeline, plus a 30% latency improvement across the ingestion path.
A SaaS product from zero to 100+ clients
Built the entire backend and cloud infrastructure for a photo SaaS platform serving 100+ clients, 100K+ photos, 20K+ monthly uploads, 99.9% uptime. Sole engineer to production to paying customers.
Distributed infrastructure & Web3
Architected a distributed node framework for verifiable computation across multiple blockchain networks, built without an existing codebase to start from.
Real-time multi-chain infrastructure
Built a backend ingesting blockchain events across Ethereum, Solana, BSC and Bitcoin, with a 3× throughput improvement with zero dropped wallet events.
A consumer product, designed and built end to end
The public product for a free-roam VR arena in Bengaluru: marketing site, world catalogue, a multi-step booking flow with online payment, WhatsApp fallback, video-led media delivery, plus SEO and analytics. Designed and built from scratch, and running in production with real customers.
A trainer for reviewing AI-generated code: a generator agent seeds deliberate semantic flaws, a grading agent scores the catch, the explanation and the false positives. Ports-and-adapters core, provider-swappable, tested against prompt injection.
Whisper transcription, SentenceTransformer embeddings and LangChain retrieval, answering with timestamp-linked citations.
OWASP-based security training: vulnerability scenarios and secure-code examples for developers.
Event-driven image resizing and watermarking pipelines with real-time progress tracking and notifications.
The best projects I've worked on didn't start with a perfectly written specification. I've often joined when the product was still being figured out, working directly with founders and customers to understand the problem, challenge assumptions, design the architecture and then build the thing.
That's the kind of work I enjoy most.
I'm a software engineer, architect and entrepreneur based in Bengaluru. Over the last 10+ years I've worked across Amazon, startups and consulting engagements, building cloud-native SaaS platforms, real-time distributed systems, AI-powered products and blockchain infrastructure.
I've been a founding engineer three times, built engineering teams, worked directly with customers and founders, and spent years consulting with international clients.
I enjoy problems that sit somewhere between product and engineering, where the requirements aren't completely clear and someone needs to figure out what should actually be built.
I choose technology based on the problem, not the other way around.
“Vivek is extremely professional, efficient and dedicated.”
Distributed computing platform
Backend engineer · 3+ year engagement
“It was great working with Vivek, he'll be a great asset to your team!”
Node.js / AWS platform work
Backend engineer · endorsed as collaborative
Tell me what you're working on, where you're stuck, or what you're trying to build.