High-ownership Senior Full-Stack or AI Engineer roles at product-led startups. I specialize in 0-to-1 architectures, sub-second vector search, and async agentic pipelines (Next.js, FastAPI, Qdrant, LangGraph). Focused on building fast, reliable products with sound engineering craft.

Kamran Khan
@kamrankhan027
Full-Stack & AI Engineer | Building agentic platforms, sub-second vector search, and high-performance web products.
What I'm looking for
At Nextyn, I architect AI-powered discovery and agentic platform infrastructure, headlined by a dual-engine hybrid search (Qdrant vector search + Meilisearch) across 35Kâ40K+ experts that accelerated recruiting turnaround by over 50%.
I engineered high-throughput indexing pipelines with async workers and Redis queues, slashing indexing latency from 60 seconds to 2 seconds and cutting end-to-end search query times from 8 seconds down to 2â3 seconds. I also automated data ingestion for 14K+ expert profiles alongside streaming financial feeds, while standardizing Docker and CI/CD deployment pipelines across four production microservices.
Outside of my day job, I design and ship independent agentic systems and developer tooling under Cadence Labs:
DossierAI (Micro-SaaS): Built an autonomous account intelligence engine using Next.js 15, FastAPI, and LangGraph state machines that asynchronously crawls commercial domains to extract growth trigger signals, executive dossiers, and multi-channel outbound suites (dossier-ai.kamrankhan.xyz).
ProbeAI: Published an open-source NPM CLI profiling engine that benchmarks latency, token throughput, and routing across multiple LLM providers.
Recall: Engineered an autonomous bookmarking and retrieval engine using Next.js, FastAPI, and vector embeddings to extract, summarize, and semantically index web content.
Previously at vConstruct, I architected an enterprise OpenAI-powered document retrieval assistant, end-to-end user telemetry pipelines on Azure Application Insights, and modular React/TypeScript frontend systems that boosted runtime performance by 30% and reduced production bundle size by 22%.
Experience
Work history, roles, and key accomplishments
Product Engineer
Nextyn
Apr 2026 - Present (5 months)
Architected dual-engine discovery across 40K+ experts, uniting Meilisearch keyword matching with Qdrant vector search and NL query-to-filter translation, cutting recruiting TAT by over 50%. Engineered high-throughput indexing pipelines with async workers and Redis queues, slashing indexing latency from 60s to 2s and optimizing search API response times from 8s to 2â3s.
Full Stack Developer
Nextyn
Jun 2025 - Mar 2026 (9 months)
Engineered automated ingestion pipelines synchronizing 14K+ experts alongside streaming financial data (10K+ transcripts/slides) via EODHD/Finnhub APIs and real-time audio transcripts via Gladia WebSockets. Spearheaded DevOps and release architecture across 4 production services, implementing automated CI/CD pipelines via AWS EC2 and GitLab runners.
Senior Software Engineer
vConstruct Pvt Ltd
Apr 2025 - Jun 2025 (2 months)
Led end-to-end telemetry architecture using Azure Application Insights for enterprise user behavioral analytics, establishing automated performance monitoring, proactive alerting, and a unified data mesh across CRM/ERP.
Software Engineer
vConstruct Pvt Ltd
Jul 2022 - Mar 2025 (2 years 8 months)
Engineered enterprise universal search leveraging external database crawling via Microsoft Graph API, expanding indexed data coverage by 18% alongside deploying an OpenAI-powered document retrieval assistant. Architected performant UI frameworks using React, TypeScript, AG Grid, Redux, Fluent UI, and MUI, delivering a 30% runtime performance improvement and 22% bundle size reduction.
Education
Degrees, certifications, and relevant coursework
National Institute of Technology Karnataka (NITK)
M.Tech, Mechatronics Engineering
2020 - 2022
Pursued a Master of Technology in Mechatronics Engineering, focusing on the integration of mechanical, electronics, and control systems.
Tech stack
Software and tools used professionally
Postman
AWS IAM
Amazon EC2
DigitalOcean
Amazon S3
GitHub Actions
PostgreSQL
MongoDB
SQLite
Node.js
Next.js
Tailwind CSS
Azure Stack
Redis
Azure DevOps
React
JavaScript
Python
ExpressJS
FastAPI
Grafana
Prometheus
New Relic
Gemini
Prisma
Redux
Zustand
TypeScript
Git
WebRTC
SQL
Qdrant
LangChain
Turborepo
Shadcn/ui
Meilisearch
Vite
Zod
LangGraph
Razorpay
Model Context Protocol (MCP)
Availability
Location
Authorized to work in
Website
dossier-ai.kamrankhan.xyzSalary expectations
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