Muskan Gupta — AI Researcher
I’m a Backend Engineer with over 5 years of experience designing and scaling distributed systems, APIs, and data pipelines across cloud platforms like GCP and AWS. I specialize in Golang, Python, PostgreSQL, and BigQuery, with strong expertise in Airflow, Composer, and Kubernetes-based microservice orchestration. At Wayfair, I engineered LLM-driven migration frameworks, optimized SEM campaign data integrations, and developed Looker dashboards that improved analytics accuracy by 35% and boosted reporting adoption by 50%. My work on ETL and workflow automation helped streamline large-scale data movement and reduce manual overhead across multiple business units. Previously at Mareana, I built the core backend for a pharma automation platform, implemented reusable frameworks for AWS integrations, and led GenAI adoption initiatives that introduced LLM-powered pipelines and real-time monitoring systems, improving model traceability and operational resilience. Beyond work, I explore how AI and backend engineering converge. I’ve developed side projects like a Disney-inspired chatbot (RAG + LLMs) and a stock market prediction tool, showcasing my passion for applying AI to enhance backend intelligence and automation. I thrive in environments that demand system design depth, performance optimization, and scalable architecture thinking. I enjoy mentoring engineers, solving data-intensive challenges, and continuously learning emerging technologies at the intersection of data, AI, and systems engineering.
Stackforce AI infers this person is a Backend Engineer specializing in AI-driven solutions within the SaaS and Healthcare sectors.
Location: Bengaluru, Karnataka, India
Experience: 6 yrs 9 mos
Skills
- Python (programming Language)
- Openai Api
- Airflow
- Google Cloud Platform (gcp)
- Kubernetes
- Data Processing
- Data Analysis
- Mentoring
- Teaching
Career Highlights
- Engineered LLM-driven migration frameworks at Wayfair.
- Built core backend for pharma automation platform at Mareana.
- Initiated online coding school, mentoring 60+ students.
Work Experience
Tide
Engineer, Machine Learning - 3 (6 mos)
Upwork
Professional Freelancer (4 mos)
Wayfair
Software Engineer || (11 mos)
Mareana Inc.
Senior Software Engineer - Development (1 yr 2 mos)
Software Engineer (2 yrs)
Software Engineer Intern (3 mos)
Tarudhairya Life Sciences Private Limited
Data Engineer (5 mos)
Internet of Stars, Virtual Coding School (https://www.internetofstars.com/)
Entrepreneur, Sole Proprietor (Python Training Venture) (1 yr 2 mos)
DOT1 Solutions Pvt. Ltd.
Kronos Applicant & Web Scrapping (1 mo)
Chandigarh Group Of Colleges
Python Academic Mentor - CEC, IT Tech club (2 mos)
Core Team Member - Head, Events, Parivartan: CGC Youth Fest (1 yr 4 mos)
Tech-Curiosity, STPI incubated startup
Former Co-Founder & Backend-Developer (10 mos)
Takenz, CGC incubated Startup
Marketing & Partnership Intern (6 mos)
Education
Bachelor's degree at CGC Chandigarh Engineering College, Landran