Independent professional · France & remote

Code that works.Teaching that stays.

I offer two complementary services: Python/backend development for dependable digital products, and computer-science teaching and training built on 16 years in higher education.

Discuss a mission Explore selected work
16years in higher education
2years developing in France
C1professional English
Two services · one technical perspective

INDEPENDENT SERVICES

01Python & backend developmentDjango · FastAPI · REST · AWS · CI/CD 02Computer-science teaching & trainingProgramming · Software engineering · Projects
MLOps

Complementary expertise for reproducible pipelines, deployment and monitoring—not a separate commercial identity.

Two complementary practices

Independent support,
grounded in practice.

For organisations, higher-education institutions and teams that value clear delivery, careful documentation and knowledge transfer.

01 / DEVELOPMENT

Python & backend
development

I contribute to backend applications from API design and database integration to containerised deployment and production-minded documentation.

  • Python, Django, Django REST Framework and FastAPI
  • PostgreSQL, MySQL and SQL
  • Docker, Jenkins, GitHub Actions and Linux
  • AWS EC2, S3, IAM and VPC foundations
  • Testing, CI/CD, Sentry and technical documentation
Complementary MLOps expertiseMLflow · DVC · Airflow · model serving · monitoring foundations
02 / TEACHING & TRAINING

Computer-science
teaching & training

I design and deliver practical learning for university students and adult learners, connecting each concept to a concrete analogy before moving step by step into algorithms, code and projects.

  • Programming: Python, Java, C and C++
  • Software engineering, databases and computer networks
  • Operating systems, system administration and cryptography
  • Course design, assessment, juries and project supervision
  • English-medium delivery; French B1–B2 working level
FormatsUniversity teaching · custom workshops · curriculum support · learner mentoring

Selected work

Each item is labelled by context—professional, team training, personal or individual training.
Team training projectMLOps bootcamp

Road Accident
Severity Prediction

A collaborative end-to-end learning project using French road-accident data, designed around reproducibility, experiment tracking and deployable inference.

Team projectTrainingMLOps
LEARNING PIPELINE / 01Collaborative project
01DataFrench road data
→
02DVCVersioned inputs
→
03AirflowOrchestrated DAGs
↓
04XGBoostModel training
→
05MLflowTracked experiments
→
06FastAPIPrediction service
DeliveryDocker + NginxMonitoringEvidently · Prometheus · Grafana
PROFESSIONAL EXPERIENCE · TECHNOLOGY AND STRATEGY

Django modularisation & AWS deployment

Contributed to restructuring a Django application into clearer modules, containerising it and supporting automated delivery to AWS EC2 with monitoring.

Python · Django · REST API · Docker · Jenkins · AWS · Sentry
PERSONAL PROJECT · PROTOTYPE

France Relocation

Designed a newcomer support product with a public knowledge hub and personalised roadmaps. Built authentication and profile foundations with Next.js and Supabase, and structured 121 checklist items across newcomer categories.

Next.js · Supabase · Airtable · Product design
INDIVIDUAL TRAINING PROJECT

Weather prediction DAGs

Built Airflow workflows for data collection, transformation, parallel model training and model selection as part of hands-on orchestration training.

Airflow · Python · scikit-learn · Docker
INDIVIDUAL TRAINING PROJECT

Admission prediction service

Created a BentoML regression service for admission-chance prediction, including JWT-based access and container image export.

BentoML · Python · Regression · JWT · Docker

Publications & academic work

Research foundations in
data security.

Academic work completed before my transition into recent Python, cloud and MLOps practice.

2018 · MASTER DISSERTATION

Image Encryption using Key Metric Generated by Biometric Fingerprint Images for 2-Level Security

Gujarat Technological University

2017 · INTERNATIONAL JOURNAL

Data Security for Cloud Computing with Double Layer Encryption Algorithm based on DNA and AES

IJCET International Journal

Portrait of Megha Panchal
Megha PanchalPython Developer & Computer-Science Educator

About

Two chapters.
One coherent
professional story.

I spent 16 years teaching and leading computer-engineering education in India, then deliberately returned to hands-on software development in France.

Today, I work at the intersection of those experiences. I can contribute to a technical product, explain its architecture clearly, document it for others and help learners or teams build lasting capability.

Contact

Need development
or teaching support?

Tell me about your backend project, university course, workshop or curriculum need. I am based in France and open to selected onsite and remote missions.

contact@megha-panchal.fr

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