Achintya Ranjan
Bangalore
Summary
Machine Learning Intern at Lab2Market Innovations, skilled in developing neural network algorithms for object detection and binary classifiers. Proficient in Python and TensorFlow, I successfully achieved fault detection with accuracy. My strong analytical abilities, solution focused approach and innovative mindset contributed to impactful projects, showcasing my expertise in machine learning and algorithm development.
Overview
2
2
years of professional experience
Work History
Machine Learning Intern
Lab2Market Innovations
02.2022 - 10.2022
Developed an object detection algorithm and a binary classifier CNN to identify and classify components on moving freight trains as healthy or defective.
Implemented an optical character recognition (OCR) system to read wagon numbers, with improvements for accuracy.
Implemented using Yolov5, Tensorflow with Keras, and EasyOCR based on Pytorch
Intern
Taqanal Energy Pvt Ltd
04.2021 - 06.2021
Built a 20-channel temperature data logger using One-Wire sensors and a Raspberry Pi cutting wiring complexity and eliminating A/D converters
Used Grafana with InfluxDB for sleek real-time visualisation, and designed the system to scale effortlessly with more sensors or actuators.
Education
Master of Science - Economics
Shiv Nadar University
Dadri, India 04.2001 -
Bachelor of Technology - Mechatronics Engineering
Manipal Institute of Technology
Manipal, India 04.2001 -
Skills
Python programming
Supervised learning
Neural networks
Algorithm development
TensorFlow framework
Random forests
Keras library
Machine learning
Econometrics
Statistics
Scikit-learn library
Game Theory
Matching and Fair Division
Routing Games
Explainable AI
Accomplishments
Co authored a paper titled "Differing Roles of Leisure and Productivity in GDP - a Machine Learning Based Comparative Analysis of Germany and USA" at International Conference on Emerging Techniques in Computational Intelligence (ICETCI 2025) organized by Mahindra University, École Centrale School of Engineering, Hyderabad, from 21-23 August 2025
Timeline
Machine Learning Intern
Lab2Market Innovations
02.2022 - 10.2022
Intern
Taqanal Energy Pvt Ltd
04.2021 - 06.2021
Master of Science - Economics
Shiv Nadar University
04.2001 -
Bachelor of Technology - Mechatronics Engineering
Manipal Institute of Technology
04.2001 -