Looking for a job

talha nasir

@talhanasir1

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I build production AI and SaaS platforms, from LLM pipelines to multi-tenant cloud systems.

Pakistan

Message

What I'm looking for

I'm looking to own end-to-end delivery of production AI and SaaS systems, especially LLM, RAG, and multi-tenant platforms, in an async team serving global customers.

I've built production AI and SaaS systems for US and European companies, most recently at Bespoke Labs, where I own full-stack delivery for Curator, a post-training platform for frontier AI lab clients.

I ship React, Next.js, and FastAPI features alongside PyTorch and TensorFlow pipelines, automated RLHF scoring, and ETL workflows. I also designed RAG systems using Pinecone, Weaviate, and FAISS to improve retrieval relevance, reduce hallucinations, and optimize inference costs.

At Bespoke Labs, I built a secure multi-tenant knowledge base chatbot with Python microservices, LangGraph orchestration, GCP, Docker, Kubernetes, OAuth, and API protection. I partner with research leads on reusable optimization tooling and monitor performance, reliability, and infrastructure costs with Prometheus and Grafana.

Previously at Devsinc, I led backend delivery for three SaaS products, maintaining 99.8% uptime while improving throughput by 21% and reducing QA-reported issues by 18% through AI-assisted automation. Across Rails, Python, Node.js, React, AWS, and CI/CD systems, I work end-to-end and asynchronously across time zones.

Experience

Work history, roles, and key accomplishments

Current

Senior Full Stack AI Engineer

Current

Bespoke Labs

Sep 2025 - Present (1 year 1 month)

Owned full-stack delivery on Curator, a post-training platform, shipping React, Next.js, and FastAPI features with PyTorch/TensorFlow pipelines and automated RLHF scoring. Architected advanced RAG pipelines with vector databases, built multi-tenant knowledge base chatbots with LangGraph on GCP, and supported MLOps monitoring with Prometheus and Grafana.

React Next.js fastAPI PyTorch TensorFlow RLHF RAG Pinecone Weaviate Faiss LangGraph GCP Docker Kubernetes OAuth Prometheus Grafana

Senior Software Engineer

Devsinc

Mar 2024 - Aug 2025 (1 year 5 months)

Led backend delivery for US and European clients, building core services on AWS with Ruby on Rails, Python, and Node.js, achieving 99.8% production uptime. Integrated Claude and OpenAI APIs for automated test generation and code refactoring, and optimized PostgreSQL queries and cloud resources to improve throughput by 21%.

Ruby on Rails Python NodeJS AWS PostgreSQL Claude APIs OpenAI API CI CD Docker

Software Engineer

Devsinc

Feb 2022 - Mar 2024 (2 years 1 month)

Delivered 20+ production features across Rails, Python, GraphQL, and MERN/React stack, improving API response times by 21% through query optimization and caching. Automated CI/CD pipelines using Jenkins and GitLab CI with Docker, cutting deployment failures by 23%.

Ruby on Rails Python GraphQL React NodeJS Jenkins Gitlab CI Docker PostgreSQL Caching

Associate Software Engineer

Agile17

Mar 2020 - Dec 2021 (1 year 9 months)

Designed REST APIs for Docker and Kubernetes deployments, building backend service layers with strong schema discipline and SQL database integration. Improved backend performance by 21% while maintaining delivery through written async documentation.

REST APIs Docker Kubernetes SQL Backend Development