Meet Panchal

DevOps Engineer

Ahmedabad, Gujarat, India3 yrs 5 mos experience

Most Likely To Switch

Key Highlights

Expert in Python and AI development for EdTech.
Strong background in Physics and Machine Learning.
Proven track record in optimizing data systems.

Stackforce AI infers this person is a Backend-focused Engineer with expertise in EdTech and Fintech industries.

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Skills

Core Skills

PythonRetrieval-augmented Generation (rag)DjangoSqlMongodbComputer VisionAwsMachine LearningRobotics

Other Skills

AlgorithmsAmazon Web Services (AWS)Artificial Neural NetworksCC++CUDAData MiningDatabasesDeep LearningElastic Stack (ELK)FastAPIImage ProcessingMATLABMathematicsMicrosoft Word

About

I am enthusiastic about pioneering technologies and intrigued by the convergence of fields like Data Science, Machine Learning, and Quantum Engineering. Armed with a robust background in Physics, Mathematics, and Computer Science, I bring a blend of analytical rigor and creative problem-solving skills to the table. Leveraging my expertise in Python, I'm excited to collaborate with dynamic teams pushing boundaries.

Experience

Aiplato, inc.

Lead Python AI/ML Engineer

Feb 2025 – Present · 1 yr 1 mo · Ahmedabad, Gujarat, India · On-site

Engineer backend services in Python (Django) to support a scalable, production-level EdTech platform used by students from Georgia Tech, Rice University, and University of Texas.
Lead AI development focused on RAG pipelines, prompt engineering, and model fine-tuning to improve accuracy, personalization, and learning outcomes.
Design and optimize vector databases, retrieval systems, and document embeddings for faster and more relevant AI-generated responses.
Improve backend architecture efficiency through API optimization, caching strategies, asynchronous task handling, and database performance tuning.
Conduct model evaluation, prompt iteration, quality checks, and LLM response optimization for smooth student experience.
Train and mentor junior engineers on AI workflows, backend design, and production-grade engineering practices.
Work with content team to create high-quality physics learning content, leveraging domain knowledge as a postgraduate in Physics.

Project ManagementPythonPostgreSQLDjangoAlgorithmsRetrieval-Augmented Generation (RAG)

Smartsense consulting solutions

Software Engineer

Oct 2021 – Oct 2022 · 1 yr · Gandhinagar, Gujarat, India

Efficiently organized and managed data stored in Elastic Search and MongoDB, optimizing query
performance.
Key contributor to innovative product development, including Chatbots and a Student-University-
Employer Career Portal.

SQLMongoDBFastAPIDatabasesProject ManagementNoSQL+2

Indian institute of technology gandhinagar

Junior Research Fellow

Sep 2021 – May 2022 · 8 mos

Engaged in a project focused on the digital restoration and reconstruction of cultural artifacts and
heritage sites.
Successfully contributed to the enhancement and preservation of cultural heritage through advanced
digital techniques

Computer VisionDatabasesPythondjan

Trading technologies

Software Engineer

Aug 2020 – Aug 2021 · 1 yr

Maintained and optimized the data pipeline to ensure robust and efficient flow of data.
Significantly contributed to the development of new tools and functionalities for the low-latency trading
platform.

ScalaAmazon Web Services (AWS)SQLDatabaseskafkaProject Management+2

Auckland university of technology

Research Intern

Jun 2019 – Aug 2019 · 2 mos · Auckland, New Zealand

Studied machine learning algorithms that can help classify different plant species on Browns island f
from multispectral images of the region.
Effectively differentiated between various types of bushes and grasses by analyzing variations in
chlorophyll content.

QGISRemote SensingMachine LearningPython

University of north florida

Research Intern

May 2018 – Aug 2018 · 3 mos · United States

Investigated advanced concepts such as Reinforcement Learning and Markov Decision Process.
Actively contributed to ongoing research aimed at addressing the Complete Coverage Path Problem in
Robotics

RoboticsReinforcement LearningRobot Operating System (ROS)PythonC++