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Full-stack developer with 4+ years of experience using Python (Django, FastAPI), JavaScript (React), and Node.js. Experienced with SQL/NoSQL databases, LLM integrations (OpenAI, OpenRouter), RAG systems, and UI/UX. Conversational in Korean and Japanese. Experience building and deploying full-stack applications, including a hotel booking platform with AI-powered hybrid search (RAG + pgvector) and a health-focused weather dashboard aggregating multiple government APIs. Additional experience in data analysis, web scraping, UI/UX research and design, and technical writing. Comfortable owning projects end-to-end from database design through deployment.

Experienced Full-Stack developer with an emphasis on Live Streaming technologies. Delivering live sports to 10s of millions of concurrent viewers on Prime Video. Experience developing AI workflows and agents, RAG knowledge bases, agentic skills to improve team productivity.

Infrastructure & DevOps Engineer with 10+ years of combined experience across Systems Administration, Infrastructure and Cloud Engineering, including 4+ years in DevOps and Platform Engineering. Experienced in designing, automating and operating production AWS environments using Terraform, GitLab CI/CD, Docker, Linux, Bash and Python, with practical exposure to Amazon EKS and Kubernetes-based CI/CD workloads.

Senior software engineer with 6+ years building production fintech systems at StoneX — from a high-volume trading platform to the company's distributed web architecture. Today I own the workflows, guardrails, and evaluation suites that make autonomous agentic delivery reliable on StoneX's largest codebase, lead a LoRA fine-tuning initiative with R&D, and extend that ML depth through self-built research projects.

Platform/DevOps Engineer with 4 years of experience in AWS, Kubernetes, GitLab CI/CD and Terraform, operating large-scale shared platforms. MSc in Computer Science, AWS certified, with experience in automation, reliability, incident response and upstream open-source contributions.

Goal driving with a strong background in software engineering, strategic leadership, and innovation. Specializing in backend and full-stack development with expertise in Web and Mobile application design from concept to production.

Results-driven software engineer developing complex frontend applications maintaining and enhancing existing codebases, and implementing new features. Strong focus on usability and performance. Passionate about new challenges, leveraging coding and debugging expertise to drive seamless, high-quality user experiences. Committed to continuous learning and contributing to impactful projects within dynamic environments.

I am Mansi Thakur, having 6 year of experience in full stack development. I have worked from internal tools, chatbot(Pre-LLM era), and have delivered end-to-end applications. I am language agnostic, but consider Javascript to be the most proficient one. I am looking for opportunities where I can contribute in regards to experience.

Recent Computer Science graduate from Rensselaer Polytechnic Institute (RPI) with a focus on backend and web development. I enjoy building things that work end to end and owning the whole stack behind them. Currently exploring software engineering opportunities where I can keep growing and contribute to a fast paced and collaborative team.

Results-driven Machine Learning Engineer with 4+ years of experience building and deploying deep learning–based recommendation systems for large-scale advertising platforms. I focus on developing business-driven ML solutions that maximize advertiser performance and DSP margins in real-time bidding (RTB) environments. My work centers on designing, training, and deploying production-grade models that continuously learn from large-scale RTB data. I combine deep learning engineering with data science to identify optimization opportunities, build end-to-end ML pipelines, and improve model performance at scale.