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I'm a Senior AI & Full Stack Engineer with 5+ years shipping production AI/ML systems, scalable data pipelines, and end-to-end full-stack products across Fintech, PropTech, and ML platforms. I have deep expertise in LLM-powered agentic workflows, RAG pipelines, and AI evaluation, combined with strong infrastructure instincts (GCP/AWS/Kubernetes) and full-stack delivery. Founder mindset: ships early, iterates fast, owns outcomes.…I'm a Senior AI & Full Stack Engineer with 5+ years shipping production AI/ML systems, scalable data pipelines, and end-to-end full-stack products across Fintech, PropTech, and ML platforms. I have deep expertise in LLM-powered agentic workflows, RAG pipelines, and AI evaluation, combined with strong infrastructure instincts (GCP/AWS/Kubernetes) and full-stack delivery. Founder mindset: ships early, iterates fast, owns outcomes.

Asim Poptani

Full Stack Developer, Web Developer, AI Engineer, +2

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I'm a Senior AI & Full Stack Engineer with 5+ years shipping production AI/ML systems, scalable data pipelines, and end-to-end full-stack products across Fintech, PropTech, and ML platforms. I have deep expertise in LLM-powered agentic workflows, RAG pipelines, and AI evaluation, combined with strong infrastructure instincts (GCP/AWS/Kubernetes) and full-stack delivery. Founder mindset: ships early, iterates fast, owns outcomes.…I'm a Senior AI & Full Stack Engineer with 5+ years shipping production AI/ML systems, scalable data pipelines, and end-to-end full-stack products across Fintech, PropTech, and ML platforms. I have deep expertise in LLM-powered agentic workflows, RAG pipelines, and AI evaluation, combined with strong infrastructure instincts (GCP/AWS/Kubernetes) and full-stack delivery. Founder mindset: ships early, iterates fast, owns outcomes.

Available to hire

I’m a Senior AI & Full Stack Engineer with 5+ years shipping production AI/ML systems, scalable data pipelines, and end-to-end full-stack products across Fintech, PropTech, and ML platforms.
I have deep expertise in LLM-powered agentic workflows, RAG pipelines, and AI evaluation, combined with strong infrastructure instincts (GCP/AWS/Kubernetes) and full-stack delivery. Founder mindset: ships early, iterates fast, owns outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Co-Founder & Technical Lead at Beenition

February 1, 2025 - Present

Architected LLM-powered agentic workflows for automated market analysis and investor-grade reporting using Langchain, Langfuse, and Gemini API. Built and evaluated RAG pipelines for document understanding and structured data extraction across 10M+ data points/month. Designed and monitored AI evaluation metrics including task success, hallucination proxies, and retrieval quality. Owned full-stack from Airflow data pipelines to Next.js dashboards, GCP/Kubernetes infrastructure, and SOC 2 compliance. Delivered technical demos and PoCs to tier-1 institutional investors including Invesco and KKR.

Senior Software Engineer at Condukt

February 1, 2024 - February 1, 2025

Early-stage fintech building KYB (Know Your Business) verification platform. Designed end-to-end Airflow pipelines automating business verification data ingestion from third-party providers. Owned GCP/Kubernetes infrastructure including cdk8s, ArgoCD, and Terraform IaC. Led development; mentored engineers; shipped internal ops tooling and external API features.

Senior Full Stack Engineer at Empati

August 1, 2023 - February 1, 2024

Carbon-tech platform enabling real-time carbon credit trading. Built predictive ML models for probabilistic carbon forecasting using MLflow lifecycle management. Implemented company's first CI/CD pipeline, reducing deployment friction across distributed teams. Led greenfield projects contributing £1M+ to company valuation; mentored 2 junior developers to MVP delivery.

ML & Software Developer at Foresight Data Machines

July 1, 2022 - June 1, 2023

ML platform for metallurgical process optimisation. Built BigQuery ML pipeline; owned full lifecycle from ingestion to model monitoring. Designed evaluation tooling to track model prediction accuracy against real-world metallurgical outcomes. Rebuilt customer-facing UI from scratch, improving user satisfaction and retention.

Software Developer at Earthbound Scientific

July 1, 2021 - July 1, 2022

IoT robotics startup measuring soil carbon emissions. Shipped robotic prototype 50% ahead of schedule (3 months vs 6 months). Built real-time sensor dashboard with ML extrapolation for plant health monitoring; established TDD for safety-critical code.

Co-Founder at StuLiving (University-Funded)

January 1, 2021 - August 1, 2022

Student accommodation marketplace. Secured seed funding; built React Native app + Flask API; 150+ users on MVP.