Vinay Kumar — Senior Software Engineer, Technical Lead & Software Architect

Vinay Kumar

Software Architect · Technical Lead · Senior Software Engineer

11+ years designing and scaling resilient distributed systems, high-throughput microservices, and production AI & RAG architectures across AWS, Python (FastAPI), Node.js, and Kubernetes. Providing technical ownership, senior engineering, and Technical Architecture Advisory.

Vinay Kumar: Senior Software Engineer, Technical Lead, and Software Architect serving clients globally from New Delhi, India.
Technical Lead Click cards above to shift the entire website perspective

Engineering Leadership, Technical Ownership & Predictable Delivery Velocity.

I lead software engineering teams to ship reliable software on schedule. Combining hands-on architectural guidance with empathetic mentorship, strict code review rigor, and disciplined agile sprint planning, I bridge business objectives with technical execution while empowering developers.

15+ Engineers Mentored Cross-functional engineering squads
35% Sprint Velocity Improvement Streamlined scoping & eliminated blockers
100% Milestone Delivery Rate On-time releases across quarterly roadmaps
Zero Critical Escapes Strict PR review checklists & security audits
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Core Enterprise Technology Stack

Curated, battle-tested technologies engineered for high-availability distributed systems, cloud infrastructure, and production AI architectures.

Cloud Infrastructure
Elastic, automated, resilient cloud platforms
AWS Cloud (ECS, Lambda, RDS, S3) Kubernetes & Docker Terraform (IaC) Datadog & Prometheus GitHub Actions Enterprise CI/CD
Backend Architecture
High-concurrency distributed systems
PostgreSQL & Redis (Distributed Caching) RabbitMQ Python · FastAPI Services Node.js · TypeScript Domain-Driven Design (DDD) IAM & Guardrails
AI Systems
Autonomous agents and production LLMs
Anthropic Claude & OpenAI GPT-4o Enterprise RAG Architectures Vector Databases (pgvector) Agentic Workflows · LangChain Generative AI · AI Agents AST Static Analysis & CI/CD Agents
11+ Years Experience
3 Core Disciplines
15 Enterprise Technologies
25+ Production Systems

Secondary & Extended Technical Knowledge

Polyglot engineering foundation, enterprise compliance, multi-cloud & extended stacks

7 Specialized Domains Expand Collapse

Polyglot engineering foundation, enterprise compliance frameworks, multi-cloud platforms, and extended stacks mastered across 11+ years of production delivery.

Polyglot Backend & Systems
Java (JSP, Servlet) PHP (Laravel, CodeIgniter, Slim, Yii) C# (ASP.NET) gRPC & Protobuf Express.js & NestJS Django & Flask
Cloud Ecosystems & Queuing
Microsoft Azure Azure AD B2C (Entra ID) RabbitMQ / Kafka Elasticsearch Distributed Session Clusters
Security, Audits & Compliance
SAST, DAST & IAST Software Composition Analysis (SCA) PTES & Penetration Testing SAC-2 Compliance DPDP Act (India GDPR) OWASP Top 10 Hardening
AI Algorithms & Vector Search
Transformers & BERT Architecture Embedding Algorithms Cosine Similarity & Annoy Chroma DB & Qdrant RAG Evaluation (Ragas) Prompt Engineering
Extended Databases & Storage
MySQL & MariaDB (Replication) Amazon DynamoDB (Single-Table) MongoDB & DocumentDB AWS S3 Tiering & Lifecycle
Frontend & Cross-Platform Mobile
Angular (TypeScript) React.js & Next.js React Native (Android & iOS) Native Android SDK (Java) Tailwind CSS & Web Components
Engineering Delivery & Governance
Workflow Automation & GitOps Cross-functional Collaboration Product Delivery & Milestones Production Incident Management Architecture Reviews & Mentorship

Production Case Studies & Technical Impact

Mission-critical systems across fintech, identity, distributed logistics, and AI — engineered for high availability, compliance, and scale.

B2B • IAM / SSO Multi-Tenant IAM SSO Framework Case Study
View Case Study

Businzo Technologies — Multi-Tenant IAM, OAuth2 & SSO Framework

Problem: Fragmented authentication, insecure session lifecycles, and compliance gaps across distributed multi-tenant services.

Solution: Enterprise IAM platform with OAuth 2.1, PKCE authorization, FIDO2/WebAuthn hardware auth, and federated SAML SSO.

40% Lower Auth Latency OWASP Top 10 Compliant
B2C • EdTechFullStackDost Learning Platform
View Case Study

FullStackDost — High-Concurrency Interactive Learning Platform

Problem: Untrusted code execution runaway, sandbox latency spikes, and classroom concurrency crashes during peak cohort hours.

Solution: Sandboxed micro-VM execution engine with resource-isolated runtime environments, automated queue shedding, and real-time WebSocket state.

10k+ Concurrent Learners <120ms Execution Latency
B2C • HospitalityDiapark Table Reservation Engine
View Case Study

Diapark — High-Concurrency Table Reservation & Inventory Engine

Problem: Double-booking race conditions and state desynchronization between web bookings, mobile apps, and on-premise POS hardware.

Solution: ACID-compliant reservation broker using distributed Redis locks, optimistic locking protocols, and two-way POS webhook pipelines.

99.99% Transaction SLA <100ms POS Sync
FinTech & Payments B2B Fintech Escrow Engine Case Study
View Case Study

TradeSettlr — Cross-Border Payments & Escrow Settlement Engine

Problem: Multi-currency B2B trades settling in days with manual reconciliation and compliance gaps.

Solution: ISO 20022 compliant escrow engine with automated FX locks, multi-bank disbursement, and real-time settlement ledger.

$120M+ Annual Volume < 15min Settlement Time
DevSecOps & AI Autonomous AI Code Reviewer Case Study
View Case Study

CodeSentinel — Autonomous PR Audit & AST Security AI Code Reviewer

Problem: Security CVEs, memory leaks, and architectural anti-patterns slipping into production branches through overburdened human PR reviews.

Solution: AST-level static analysis & LLM agent pipeline enforcing Secure-by-Design and OWASP Top 10 rules directly inside CI/CD.

60% Faster PR Velocity Secure-by-Design CI/CD
B2B • Logistics SaaS B2B Logistics & Fleet Dispatch Engine Case Study
View Case Study

FreightFlow — Enterprise Fleet & Freight Dispatch Engine

Problem: 3PL carriers losing revenue to fragmented dispatch, manual bill-of-lading, and SLA penalties across multi-state hubs.

Solution: Automated dispatch orchestration with dynamic vehicle routing, geofence triggers, and real-time e-POD pipelines.

32% Transit Time Cut 99.4% On-Time Delivery
Enterprise AI • Risk Enterprise AI Risk & Fraud Detection Case Study
View Case Study

SentinelRisk — Real-Time AI Risk & Transaction Fraud Detection

Problem: Fraud patterns evolving faster than rule-based detection systems, causing $18M+ in exposure across digital lending platforms.

Solution: ML-powered behavioral scoring engine with real-time graph traversal, Kafka streaming, and adaptive rules generation.

$18M+ Fraud Prevented < 38ms Decision Latency
B2B • Real Estate ERP B2B Real Estate Portfolio Case Study
View Case Study

PropStack — Commercial Real Estate Portfolio & Lease ERP

Built a centralized B2B property ERP featuring digital lease management, automated commission distribution algorithms, tenant KYC onboarding, and SCIM directory synchronization.

65% Faster Lease Onboarding $45M+ Lease Portfolio
B2B • Corporate LMS Enterprise Workforce LMS Case Study
View Case Study

SkillMatrix — Enterprise Workforce LMS & Sandboxed Labs

Multi-tenant corporate training platform with containerized coding sandboxes, skill-gap analytics, and SCORM-compliant content delivery.

45k+ Engineers Trained 50% Faster Skill Ramp
B2B • Payments High-Throughput Utility Bill Aggregator Case Study
View Case Study

PaySwitch — High-Throughput Utility Bill Aggregator & Remittance Switch

High-throughput payment switching engine with multi-provider failover, idempotent transaction retries, and real-time settlement reporting.

3.5M+ Monthly Transactions 99.85% Success Rate
B2B • Supply ChainMulti-Vendor Supply Chain
View Case Study

StockOrchestrator — Multi-Vendor Supply Chain & Fulfillment Hub

Real-time inventory sync, automated purchase order generation, and multi-vendor fulfillment routing across warehouses.

48% Faster Fulfillment 99.9% Inventory Accuracy
B2B • SaaS CRMMulti-Tenant Sales CRM
View Case Study

PipelineSync — Multi-Tenant Sales CRM & Automated Lead Pipeline

Multi-tenant SaaS CRM with behavioral lead scoring, automated drip sequences, and real-time pipeline analytics.

3x Faster Lead Response 1.2M+ Leads Managed
B2B • Fleet TransitEnterprise Fleet Dispatch
View Case Study

FleetLine — Enterprise Fleet Dispatch & Intercity Transit Platform

Real-time intercity coach seat reservation, dynamic pricing, and live GPS dispatch for 450+ fleet vehicles.

450+ Fleet Managed 22% Deadhead Reduction
B2C • On-Demand DeliveryHyperlocal Delivery Telemetry
View Case Study

SwiftDrop — Hyperlocal On-Demand Delivery & Live Telemetry Engine

Sub-second live driver tracking, AI dispatch matching, and intelligent surge pricing for 60k+ daily deliveries.

60k+ Daily Deliveries <350ms Map Update
B2C • PropTechVerified Residential Property Marketplace
View Case Study

UrbanNest — Verified Residential Property Discovery Marketplace

AI-powered listing verification, fraud detection, and geospatial property search for 350k+ monthly active users.

350k+ Monthly Users 92% Fake Listings Removed
B2C • MobilityReal-Time Cab Dispatch Platform
View Case Study

MetroRide — Real-Time Cab Dispatch & Intercity Seat Selection Engine

Real-time cab hailing, intercity seat booking, and dynamic surge engine serving 250k+ bookings with 42s checkout.

250k+ Bookings 42s Checkout
D2C • E-CommerceHeadless D2C Storefront Case Study
View Case Study

AuraD2C — High-Conversion Headless Storefront & Sub-Second Checkout

Headless commerce architecture with edge-cached PDPs, optimistic cart UI, and sub-second checkout for high-traffic D2C brands.

Sub-Second Checkout 3x Conversion Lift
Enterprise • GenAIEnterprise GenAI Policy Intelligence
View Case Study

Enterprise GenAI Policy Intelligence & Semantic Document Q&A

RAG-powered enterprise document intelligence platform with semantic search, policy Q&A, and audit-ready citation trails.

70% Faster Policy Lookup 50k+ Docs Indexed
Enterprise • FinOps AIFinancial OCR Ledger Extraction Case Study
View Case Study

LedgerLens — Automated Financial OCR Ledger Extraction & Statutory Reporting

Vision LLM + OCR pipeline to extract tabular invoice line items, auto-reconcile bank feeds, and generate XBRL/JSON statutory reports.

85% Overhead Cut 500k+ Invoices Processed

Facing a Similar Software or Architecture Challenge?

Let’s review your setup together and build a clear, cost-effective path forward — no obligations, no sales pitch.

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Career Journey & Executive Track Record

11+ years of progressive engineering leadership — uniting distributed systems architecture with executive governance and operational rigor.

Executive Track Record 2015 — Present
11+ Years Systems Architecture & Technical Leadership

High-Scale Distributed Architecture Meets Executive Engineering Governance

Over the last 11+ years, I have architected, stabilized, and scaled mission-critical software across venture-backed startups and enterprise environments. My background combines deep hands-on distributed systems engineering — event streaming with Kafka, database concurrency with Redis locks, microservices, and autonomous AI agents — with statutory corporate governance, engineering management, and Technical Architecture Advisory. I help engineering organizations eliminate catastrophic technical debt, scale throughput without downtime, and establish production-grade architectural standards.

Technical Architecture Advisory Enterprise Microservices & Event-Driven Systems Cloud Scalability & 99.99% High-Availability SLAs Zero-Trust IAM & OWASP Top 10 Hardening Autonomous AI & Static Analysis Workflows

Scroll horizontally to navigate through career journey — most recent first

March 2026 - Present

Technical Lead

Tech U Go Pvt. Ltd.

Leading backend architecture for AI-powered coding assistants and autonomous code review platforms enforcing OWASP security standards across microservices.

July 2022 - Dec 2025

Team Lead & Senior Engineer

Neosoft Private Limited

Led cross-functional engineering teams in Real Estate and Enterprise domains. Delivered microservices architectures, OAuth2/SSO login systems, and scalable backend APIs.

Oct 2021 - June 2022

Senior Software Engineer

Softobiz Technologies

Optimized database queries, improved API latency performance, and provided core technical support for enterprise web applications.

Aug 2019 - Apr 2021

Senior Software Engineer

Biz2Credit Info Service

Worked on fintech backend architectures, cloud infrastructure management, messaging queue systems (RabbitMQ), and Single Sign-On (SSO).

Sept 2018 - July 2019

Software Engineer

Clavax Technologies

Developed secure administration platforms, user authentication systems, RBAC security controls, and REST APIs.

Aug 2015 - July 2018

Co-Founder & Technical Director

Devlupsoft Technologies Pvt. Ltd.

Co-founded software engineering consultancy; directed end-to-end platform architecture, corporate technical governance, and cross-functional engineering teams delivering enterprise web and mobile applications for global clients.

2012 - 2015

B.Tech in Computer Science

Northern India Engineering College

Graduated with specialization in Computer Science & Engineering. Developed strong foundation in software engineering and algorithms.

About Vinay Kumar — Engineering Leadership & Systems Architecture

Bridging hands-on code craftsmanship, distributed system design, and executive technical governance.

Engineering That Solves Business Problems — Not Just Technical Ones

Over 11+ years of software architecture, engineering, and technical leadership (including 8.5+ years of industrial enterprise engineering), I’ve helped startups, product companies, and global engineering teams build backend systems they can actually depend on. From architecting distributed microservices and modernizing high-scale backends to founding FullStackDost — an engineering education community with 10,000+ developers — my work bridges high-velocity development and robust platform stability.

I specialize in designing platforms with 99.99% availability SLAs using AWS, Python (FastAPI, Django), Node.js (NestJS), TypeScript, Docker, and Kubernetes. My focus centers on Domain-Driven Design (DDD), Event-Driven Architecture (EDA), zero-trust security (OWASP & VAPT compliance), and sub-50ms API latencies.

Distributed Systems & Cloud (AWS)

Event-driven microservices with RabbitMQ, gRPC, and Redis distributed caching that reduce query latency by 35–45% across horizontally scaled container clusters.

Production AI & Intelligent Agents

RAG pipelines, vector search (Chroma, Elasticsearch), and automated AI code review engines built on FastAPI and NestJS to accelerate developer productivity.

Entity & Professional Snapshot

  • Target Roles: Software Architect · Technical Lead · Technical Architecture Advisory
  • Experience: 11+ Years Total (8.5+ Years Industrial Software Engineering)
  • Core Tech: Python (FastAPI), Node.js, TypeScript, AWS, Docker, Kubernetes
  • Databases & Caching: PostgreSQL, MongoDB, Redis, Elasticsearch, DynamoDB
  • Security & IAM: OAuth2, OIDC, SAML 2.0, Azure AD B2C, OWASP, VAPT
  • Base Location: New Delhi, India (Global Remote — US, UK, EU, APAC)
  • Direct Email: connect@vinaykr.in
  • Education: B.E. in Computer Science & Engineering (GGSIPU, 75%)
  • Ventures: FullStackDost & Businzo Technologies
  • Engagement Models: Fractional CTO, Architecture Audits & MVP Development

The Business Case for Better Engineering

Not lines of code. Not feature lists. These are the outcomes clients actually care about.

Cut time-to-market — ship a working product in weeks, not quarters
Eliminate security risk — before it becomes a breach headline
Reduce infrastructure spend — tune systems, not throw more servers at it
Rescue a failing project — audit, stabilize, and re-route within days
Automate what slows you down — AI and workflow tools that pay for themselves
Raise your team’s ceiling — better architecture decisions compound over time

Strategic Engineering Services & Technical Advisory

Senior engineering engagements designed to eliminate technical debt, scale high-traffic architectures, and accelerate time-to-market.

Technical Leadership & Technical Architecture Advisory

Executive architectural leadership and engineering governance for startups and scale-ups without the overhead of a full-time executive hire.

  • Architecture Roadmap: De-risk tech stack choices (AWS vs. Multi-cloud, Python vs. Node.js microservices).
  • Engineering Velocity: Establish Agile/Scrum hygiene, TDD standards, and automated CI/CD deployment pipelines.
  • Hiring & Team Mentorship: Conduct technical screenings and mentor teams of 10–15+ developers in Domain-Driven Design (DDD).
  • Investor Due Diligence: Prepare architecture documentation, threat models, and code quality benchmarks for seed/Series A audits.
Retain Technical Architecture Advisory

Cloud Architecture & System Performance Audits

Comprehensive deep-dive analysis of your distributed backend to diagnose latency spikes, security vulnerabilities, and runaway cloud bills.

  • Latency & DB Profiling: Eliminate N+1 queries, unindexed joins, and deadlock conditions to cut response times by 35–45%.
  • AWS & Cloud Cost Optimization: Right-size container clusters (ECS/EKS), optimize serverless Lambda execution, and eliminate cloud waste.
  • Security & Compliance Hardening: VAPT and OWASP vulnerability review, IAM least-privilege scoping, and OAuth2/OIDC session validation.
  • Actionable Remediation Blueprint: A prioritized risk vs. ROI matrix that your engineers can implement immediately.
Request Systems Audit

Production MVP & Enterprise AI/RAG Development

Full-lifecycle design and hands-on implementation of production-grade platforms engineered to scale from day one without throwaway code.

  • Modular Microservices Architecture: Decoupled backend services using FastAPI, NestJS, gRPC, and RabbitMQ event streaming.
  • Enterprise AI & RAG Systems: Contextual search, document intelligence, and autonomous AI agents integrated with vector databases (Chroma, OpenSearch).
  • Multi-Tenant IAM Systems: Centralized authentication using SAML 2.0, Azure AD B2C, and stateless Redis-backed distributed sessions.
  • Fast-Track Delivery: Production-ready system deployed in weeks with 99.99% uptime configurations.
Scope Platform Architecture

How I Work: Predictable, Zero-Surprise Delivery

From initial architectural teardown to production launch — disciplined execution, weekly working demos, and zero vendor lock-in.

01

Discovery & Architectural De-risking

I dissect your requirements, tech debt, and performance bottlenecks into a clear risk register. You get an unvarnished audit and a prioritized scope focused on high-leverage outcomes.

02

Blueprint & Milestone Definition

System designs, database schemas, and fixed sprint roadmaps with testable acceptance criteria agreed upon before writing production code. No vague estimations or scope drift.

03

Rapid Execution & Weekly Demos

Production-grade implementation with automated testing and continuous integration. You see working software deployed in weekly milestones with complete repository transparency.

04

Production Launch & Full IP Handover

Zero-downtime rollout, observability monitoring, and comprehensive engineering runbooks. 100% code and infrastructure ownership handed over cleanly to your team.

Zero Vendor Lock-In & Clean Handover: Every repository, cloud configuration, CI/CD pipeline, and design document belongs 100% to your company from Day 1 — I document everything so thoroughly that your in-house team can immediately take the wheel.

Content, Talks & Mentorship

Sharing tech knowledge through practical video tutorials, workshops, and developer guidance.

Video & Streaming

FullStackDost YouTube & Streams

Creating simple, practical coding tutorials, system design breakdowns, and live streams for developers.

FullStackDost Channel Watch Content
Tech Talks & Keynotes

Technical Talks & Workshops

Conducting practical sessions and talks on software architecture, AI tools, web security, and full-stack development.

Available for Talks Invite Speaker
Developer Mentorship

1-on-1 Developer Mentorship

Guiding developers in system design, code quality, interview prep, and career growth.

10k+ Devs Reached Apply for Mentorship

Endorsements & Feedback

What founders, engineering managers, and mentees say about working with Vinay.

"Vinay is a rare hybrid of deep software architect and practical product strategist. He refactored our backend systems, boosting stability while keeping the team aligned."

CT

CTO Partner

Enterprise Software Venture

"Learning full-stack development through Vinay's FullStackDost platform gave me the confidence to land my first senior engineering role. His explanations make complex topics simple."

SE

Senior Dev Mentee

FullStackDost Community

"Vinay's leadership during our system security audit ensured 100% OWASP compliance and zero downtime during our cloud migration."

EM

Engineering Director

SaaS Platform

Get an Initial Project Estimate

Select your platform and required capabilities to calculate a preliminary budget and timeline estimate.

1. Core Platform Scope

Full-Stack Web Application

Web Platform

Production-grade web application with a responsive UI, modular REST API backend, relational database layer, and cloud hosting setup. • Baseline Planning: $700

Initial Package Inclusions
  • Component-driven responsive frontend (React / Vue / Modern Vanilla)
  • Modular RESTful API backend with secure endpoints
  • Relational database schema & migrations (PostgreSQL / MySQL)
  • Cross-browser and multi-device responsive testing
  • OWASP security hardening (CSRF, SQLi, XSS, rate limiting)
  • Cloud production deployment (AWS / Vercel) with SSL & CI/CD
Engineering & SLA Standards
  • 100% full source code and IP ownership handover
  • Decoupled modular architecture designed for easy scaling
  • 30-day post-launch warranty & bug-fix SLA

2. Optional Add-ons & Capabilities

Estimate Summary

Transparent Scope-Based Planning
$700
1 USD = 0

Preliminary estimate. Final proposals are tailored to your architecture specs and roadmap.

  • Full Source Code & Architecture Docs
  • OWASP Security Baseline
  • 30-Day Deployment Warranty
Continue With This Estimate

Technical Expertise & Engagement FAQs

Common questions from engineering managers, CTOs, and founders regarding technical roles, system design, and consulting engagements.

How does I split my focus between Software Architect, Technical Lead, and Senior Software Engineer roles?

I operate across all three tiers depending on project stage and organization requirements:

  • Senior Software Engineer: Hands-on full-stack and backend execution in Python (FastAPI/Django), Node.js (NestJS), and PHP. Writing sub-50ms APIs, untangling database deadlock conditions, tuning Redis distributed locks, and automating zero-rollback CI/CD pipelines.
  • Technical Lead: Mentoring engineering squads of 6–15+ developers, establishing PR review checklists, enforcing OWASP security baselines, and optimizing sprint velocity to guarantee predictable roadmap delivery.
  • Software Architect: Designing distributed systems, decomposing monoliths into event-driven microservices (RabbitMQ, gRPC), architecting multi-tenant IAM (OAuth2, SAML, Azure AD B2C), and building production Generative AI / RAG workflows engineered for 99.99% availability SLAs.
What is your core technology stack and cloud architecture expertise?

My primary production stack centers on:

  • Cloud & Infrastructure: Amazon Web Services (AWS ECS, EKS, Lambda, SQS, SNS, S3, RDS), Docker containerization, Kubernetes, Terraform, and Azure (App Services, AD B2C).
  • Backend Languages & Frameworks: Python (FastAPI, Django, Flask), Node.js (NestJS, Express), TypeScript, and PHP (CodeIgniter, Laravel).
  • Databases & Messaging: PostgreSQL, MySQL, Redis (caching and distributed mutexes), Elasticsearch (sub-second full-text retrieval), RabbitMQ, and gRPC.
  • Security & IAM: OAuth 2.0 / 2.1 with PKCE, OpenID Connect (OIDC), SAML 2.0, RBAC, and OWASP Top 10 hardening.
What measurable performance outcomes have you delivered in past engineering engagements?

Verified production outcomes from past engagements include:

  • Biz2Credit: Improved financial API response times by 35–40% via Redis caching layers and relational query optimization.
  • Diapark: Built atomic distributed locking using Redis mutexes alongside database row-level locking, ensuring zero double-booking errors during peak urban dining rushes.
  • Businzo Technologies: Architected zero-trust authentication and multi-tenant microservices maintaining 99.99% availability with zero security breaches.
  • FullStackDost: Scaled video streaming infrastructure and real-time interactive portals serving 10,000+ registered active developers with sub-100ms response latencies.
Are you available for remote consulting, Technical Architecture Advisory, or full-time roles?

Yes. Based in New Delhi, India, I operate on flexible engagement models for clients worldwide (United States, United Kingdom, Europe, and India):

  • Architecture & Cloud Performance Audits: Fixed-scope deep dive targeting bottleneck elimination, AWS cloud bill reduction (20–40%), and security hardening.
  • Hands-on Contract Engineering & Team Leadership: Sprint-based microservice engineering, legacy modernization, and engineering squad leadership.
  • Selective Full-Time Roles: Open to Staff/Principal Engineer, Technical Lead, and Software Architect leadership opportunities with product-first companies.
How do you approach Generative AI engineering and LLM integrations in production?

I focus strictly on practical, enterprise-grade AI applications rather than simple API wrappers:

  • Retrieval-Augmented Generation (RAG): Chunking policy and technical manuals for semantic retrieval with vector databases (Elasticsearch/Chroma), cutting token overhead by up to 75% via AST-based preprocessing.
  • Context-Aware Assistants: Internal enterprise policy intelligence allowing employees to receive verified answers within seconds without reading lengthy documents end-to-end.
  • Automated Code Review Agents: AST parsing coupled with targeted security prompts to detect OWASP vulnerabilities and code quality regressions during pull-request CI/CD pipelines.

Schedule an Architecture & Discovery Session

Direct technical advisory for founders, CTOs, and engineering leaders. I dissect your technical bottlenecks, clarify scope, and outline a clear delivery roadmap.

Step 1 of 3

What is your primary technical objective?

Select your core focus so I can prepare the right architectural context.

Direct Connection Details

Prefer direct communication? Reach out via email, LinkedIn, or schedule an instant AI consultation below.

Direct Email

connect@vinaykr.in

Headquarters

New Delhi, India (Global Remote Advisory)

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