Open to interesting problems
AI Engineer · MOD Ventures · Karachi
Anas Rasheed
Shipping RAG pipelines, agents, and LLM products that survive real users.
I build production AI systems on a solid backend core. 5+ years with Node.js and TypeScript, now focused on RAG pipelines, multi-agent architectures, and LLM integrations that run in real products, not demos.
About
I'm an AI engineer from Karachi with a backend foundation built over years of shipping APIs, real-time systems, and payment integrations. That foundation is what lets me take GenAI work seriously: RAG pipelines, multi-agent systems, and LLM integrations that go from architecture to production, not just prototypes.
I've led backend on multi-tenant AI platforms, built natural language to SQL agents for enterprise databases, researched NPC intelligence for game AI, and shipped self-improving automation systems. I care about AI systems that hold up under real usage: clean architecture, honest error handling, and features that keep working when clients depend on them.
Currently
Software Engineer · MOD Ventures
Karachi, Pakistan
Projects
Colaraz
2026 — Present · Backend Lead
The AI/agent backend for a Pakistan student-admissions platform. Matches students to university programs and scholarships, answers questions through an AI support agent and a RAG FAQ chatbot, and runs scraping and evaluation pipelines — orchestrating Claude, Gemini, and OpenAI behind a fallback chain.
Cold Email Automation Platform
2026 · Solo Builder
A self-learning email platform with multi-powered agents: an optimizer that analyzes campaign data and extracts winning patterns, and a writer that generates the next batch from those updated rules.
ModTalk
2023 — 2024 · Backend Lead
A multi-tenant RAG chatbot platform where each business gets an isolated AI assistant trained on its own data. Handled full backend architecture, LangChain integration, model routing, and vector database setup.
SenseQL
2025 · Backend Lead
A natural language to SQL multi-agent system supporting BigQuery, PostgreSQL, and MySQL. Solved LLM context limits on large databases with a schema filtering layer that passes only relevant tables and columns to the model.
RawPowerGames NPC AI
2025 — 2026 · AI Researcher
AI research for a UK game studio building an AI faction leader that 10 to 50 players could privately converse with. Modeled NPC personalities with OCEAN traits, designed selective vector memory in Pinecone for key game events, built a Neo4j knowledge graph for faction relationships and game state, and researched reinforcement learning for dynamic NPC behavior.
Now
What I'm focused on right now.
Work
Building the AI/agent backend for a Pakistan student-admissions platform — program and scholarship recommendation, an AI support agent, and a RAG FAQ chatbot.
Running an LLM-judge evaluation loop that scores recommendations and proposes prompt rewrites to A/B test.
Learning
Convex
Exploring reactive backend platforms alongside Next.js for real-time product architectures.
Life
Training
In the gym 5 to 6 days a week working toward a weight gain goal.
Experience
Software Engineer · MOD Ventures
2023 — Present
Karachi, Pakistan
Led backend on AI products across multiple client platforms, from multi-tenant RAG chatbots to agent-based automation systems.
- Led backend on ModTalk, a multi-tenant RAG chatbot platform serving 15+ businesses with isolated, client-specific AI assistants.
- Led backend on SenseQL, a natural language to SQL multi-agent system for BigQuery, PostgreSQL, and MySQL, cutting query turnaround from 10-20 minutes to under a minute for enterprise clients.
- Contributed AI research for a UK game studio: OCEAN-based NPC personality models, Neo4j knowledge graph for faction memory, selective Pinecone vector memory, and reinforcement learning research for dynamic NPC behavior.
- Built a production support agent system for an EdTech platform with intent classification, a multi-handler architecture, and LangSmith-based evaluation.
- Shipped an agent-based content generation system with real-time UI indicators, plus media migration to DigitalOcean Spaces.
Junior Software Engineer · Protech Source
2021 — 2022
Karachi, Pakistan
Full-stack work on client platforms including a veterinary appointment system and a chef booking product.
- Built Equigate, a veterinary platform with real-time chat, Stripe Connect payments, and automated appointment reminders on AWS.
- Developed iFedYou, a chef booking platform with recurring Stripe subscriptions and a background service for tracking chef working hours.
Skills
- Languages
- TypeScriptJavaScriptPythonJavaSQL
- AI / GenAI
- LangChainLangSmithRAG PipelinesMulti-agent SystemsVector DatabasesNeo4jPineconePrompt Engineering
- Backend
- Node.jsNestJSExpressPostgreSQLMySQLMongoDBRedis
- Cloud & Tooling
- AWSGCPDigitalOceanDockerCI/CDStripen8n
Get in touch
Always happy to talk about AI engineering, agent systems, or the backend architecture that holds them together. Email is the fastest way to reach me.