M

Muskan Gupta

AI Researcher

Bengaluru, Karnataka, India6 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Engineered LLM-driven migration frameworks at Wayfair.
  • Built core backend for pharma automation platform at Mareana.
  • Initiated online coding school, mentoring 60+ students.
Stackforce AI infers this person is a Backend Engineer specializing in AI-driven solutions within the SaaS and Healthcare sectors.

Contact

Skills

Core Skills

Python (programming Language)Openai ApiAirflowGoogle Cloud Platform (gcp)KubernetesData ProcessingData AnalysisMentoringTeaching

Other Skills

Data PipelinesSQLiteFastAPINatural Language Processing (NLP)Model Context Protocol (MCP)GBQGoogle BigQueryMySQLLooker (Software)Software InfrastructureProgram CreationData MaintenanceData ArchitectsFlaskDocker Products

About

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.

Experience

6 yrs 9 mos
Total Experience
1 yr 1 mo
Average Tenure
6 mos
Current Experience

Tide

Engineer, Machine Learning - 3

Nov 2025Present · 6 mos · Delhi, India

Upwork

Professional Freelancer

Jun 2025Oct 2025 · 4 mos · Remote

  • 1. Designed the end-to-end architecture for an AI-driven cost-analysis platform combining FastAPI/Flask, Python, Pandas, and OpenAI APIs.
  • 2. Implemented secure file-upload processing for Excel/CSV and extracted structured fields such as vendor, date, description, and amount.
  • 3. Integrated OpenAI models to perform expense categorization, anomaly detection, summarization, and category-level aggregation.
  • 4. Developed clean backend endpoints to return categorized rows, anomaly lists, and category totals in JSON.
  • 5. Built a minimal frontend interface to display results including file name, categorization tables, anomalies, and totals.
  • 6. Added optional enhancements, including SQLite-based data storage and export options (CSV/PDF).
  • 7. Ensured scalability and clean code standards, focusing on API clarity, predictable responses, and maintainable structure.
  • 8. Collaborated with junior developers, providing AI logic, prompts, and requirements while guiding them on backend integration best practices.
Python (Programming Language)OpenAI APIData PipelinesSQLiteFastAPINatural Language Processing (NLP)+1

Wayfair

Software Engineer ||

Jun 2024May 2025 · 11 mos · Bengaluru, Karnataka, India · Hybrid

  • 1. Built an LLM-driven migration framework (Python, Airflow) automating pipeline generation and migrating 1K+ workflows in 15 days (↓3 months effort).
  • 2. Integrated a data validation engine (Python, SQL, BigQuery), reducing post-migration QA time by 60%.
  • 3. Fixed campaign tagging errors (Go, GCP, BigQuery), improving data accuracy by 30% across pipelines.
  • 4. Optimized backend for peak sales load, sustaining multi-TB daily throughput with zero downtime.
  • 5. Provided on-call production support, diagnosing and resolving critical pipeline failures in real time
Data AnalysisAirflowGBQGoogle Cloud Platform (GCP)Google BigQueryMySQL+6

Mareana inc.

3 roles

Senior Software Engineer - Development

Promoted

Apr 2023Jun 2024 · 1 yr 2 mos

  • 1. Owned and scaled core backend services, boosting system reliability and throughput by 40%.
  • 2. Solely designed and developed the Admin module (Django) with secure session logging, RBAC, and audit tracking for compliance.
  • 3. Built a pipeline builder tool enabling UI-based workflow setup, cutting configuration time from days to hours.
  • 4. Developed and optimized RESTful APIs (Python, Django) handling 5K+ daily requests, reducing latency by 20%.
  • 5. Engineered reusable frameworks for AWS S3, and DDL automation, reducing developer onboarding by 30%.
  • 6. Streamlined deployments via Kubernetes-based Airflow, cutting infra overhead and release time by 25%.
FlaskDocker ProductsPython (Programming Language)Apache AirflowKubernetesweb hook+3

Software Engineer

Jun 2021Jun 2023 · 2 yrs

  • 1. Co-developing a "game-changing" digital analytics capability for the client, the largest pharmaceutical company that brings 3 corporate functions (R&D, Procurement, and Finance) within one platform.
  • 2. Responsible for incorporating Cost Simulation functionality structured with all 4 layers – UI/ visualization, logic/analytics services, data, technology infrastructure for a complete digital analytics platform.
  • 3. Generated multiple patterns while processing 15000+ unstructured files using methods like Tika, BeautifulSoup, Camelot, Tabula, etc., also to optimize and enhance productivity, implemented multiple services provided by Azure like cognitive services, form-recogniser, image language detector etc.
  • 4. Single-handed worked on developed the pipelines on Apache-Airflow and
  • Azure Data Factory(ADF), for one of the major products of the company.
  • 5. Mentored an intern to bring him on board with the current projects, norms & processes in the company while resolving his doubts & queries.
SQLData ProcessingPython (Programming Language)Data CleaningData AnalysisApache Airflow+3

Software Engineer Intern

Feb 2021May 2021 · 3 mos

Data ProcessingNatural Language Processing (NLP)Data CleaningData AnalysisApache Airflowpandas+4

Tarudhairya life sciences private limited

Data Engineer

Jul 2020Dec 2020 · 5 mos · Gurgaon, Haryana, India

  • 1. Developed a dashboard for the company’s upcoming product ‘Mederchaincode’, an online platform to manage hospitals’ branches at different geographical locations from a centralized system.
  • 2. Analyzed acquired data and Implemented Time-Series modeling (via Auto - ARIMA) for predictive analysis to forecast staff requirements based on prediction for incoming patients each day.
  • 3. Gathered and extrapolated data for 1 Lac+ patient to test the POC of the aforesaid product.
  • 4. Demonstrated the POC over PowerBI tool for generating reports and data to move forward with the main development.
  • 5. Deployed the whole project on AWS and integrated AWS Cron Job to regularly update the dashboard.
Data ProcessingData CleaningData AnalysispandasData Science

Internet of stars, virtual coding school (https://www.internetofstars.com/)

Entrepreneur, Sole Proprietor (Python Training Venture)

Apr 2020Jun 2021 · 1 yr 2 mos

  • 1. Initiated online in-person coding school amid Covid-19 pandemic to help the community by delivering my knowledge online.
  • 2. Enrolled 60 middle and elementary school students within 3 batches from multiple countries in a three month long online course.
  • 3. Training 15 students from the previous batch for the next level certification on weekly basis.
  • 4. Earned acknowledgment of 60 smiling faces and a revenue of around $15,000 in three months.
  • 5. Devised a one week free Python training workshop to attract students to enroll in the abovementioned course which witnessed 150+ participants.
LeadershipMentoringTeaching

Dot1 solutions pvt. ltd.

Kronos Applicant & Web Scrapping

Jun 2019Jul 2019 · 1 mo · bangalore

  • 1. Configured their in-house software Kronos, a payroll automation IoT system, for various clients.
  • 2. Developed algorithms to optimize the system according to clients’ needs.
  • 3. Investigated 50+ institutes to gather data about ongoing IT professional training the pricing associated with each course for another vertical of the company.
  • 4. Conducted in-depth research for the Robotic Process Automation(RPA) course and contributed to content creation for the same.
  • 5. Analyzed and Illustrated the demand and pricing for the courses using data visualization tools.

Chandigarh group of colleges

2 roles

Python Academic Mentor - CEC, IT Tech club

Mar 2019May 2019 · 2 mos

  • 1. Mentored and Trained 50+ students to make them tech-enabled while providing relevant lab experience using online platforms like Jupiter Notebook etc.
  • 2. Conducted Institute and hostel level classes for 3 months, along with one real-time project.
  • 3. Oversaw 5 students for one to one mentoring to guide them for proper time management to do well in academics along with the given project.
  • 4. Mentored and pushed the students to take up more and more real-time projects using python.

Core Team Member - Head, Events, Parivartan: CGC Youth Fest

Oct 2018Feb 2020 · 1 yr 4 mos

  • 1. Co-Led a 4-tier team of 500+ students for organizing a youth festival with 25,000 footfalls.
  • 2. Spearheaded a 15 member team responsible for result management, from dealing with judges to the announcement of results across teams.
  • 3. Co-ordinated with managers of 80+ events, verified the results with judges for fair play, compiled and communicated the results to all the participants.
  • 4. Restructured and executed the strategy to take the complete process online for real-time delivery of results.
  • 5. Oversaw prize and certificate distribution to all the winners and participants.

Tech-curiosity, stpi incubated startup

Former Co-Founder & Backend-Developer

Aug 2018Jun 2019 · 10 mos · Chandigarh

  • 1. Developed a platform to provide internships to college students while enabling them through training and hands-on experience mentored by industry experts.
  • 2. Identified opportunities by analyzing how and where we can target the students, what are the trending technical fields, what are the risks involved in each field.
  • 3. Executed strategic planning to achieve business goals, considering both short term and long term objectives while identifying and prioritizing development initiatives.
  • 4. Designed and co-developed the frontend and backend of the Minimal Viable Product (MVP).

Takenz, cgc incubated startup

Marketing & Partnership Intern

Aug 2017Feb 2018 · 6 mos · Chandigarh, India

  • Conducted market research to know the response for leasing revenue model for books and analyzed the then-current scenario of multiple ownership of books.
  • Segmented and targeted college students as the primary market and conducted over 500 interviews and surveys to gather data from different geographical locations.
  • Responsible for Partnerships with local Vendors and brought onboard 40+ such entities.
  • Co-created MOUs and policies regarding the pricing model for the leasing business.

Education

CGC Chandigarh Engineering College, Landran

Bachelor's degree — Information Technology

Jan 2017Jan 2021

Stackforce found 100+ more professionals with Python (programming Language) & Openai Api

Explore similar profiles based on matching skills and experience