Hey, I'm Ambesh
ML Engineer & researcher
ML Engineer @ Hike.in
Intro
I'm currently at Hike.in, working as an ML engineer, decyphering codes and implementing maths.
I enjoy being the bridge between engineering and research, and feel right at home as a machine learning practioner. I'm experienced in developing machine learning models and pipeline from scratch.
I'm working on speech technologies and researching about their application for entertainment!Skills
Languages: Python, C/C++, Java, JavaScript
Libraries & Frameworks: Tensorflow, Pytorch, sk-learn, Librosa, PRAW, Huggingface-transformers, OpenCV, PIL, MoviesPy, spaCy, NLTK, Gensim, Scipy
Tools: Git & Github, Linux, Arduino, Raspbian, PyCharm, Flutter
Education
Major: Computer Science and Engineering
Minor: Robotics
Concentration: Machine Learning
Graduation: 2021
Experience
Hike.in, India
December 2021 — Present
ML Engineer
Laboratoire d'Informatique de Grenoble, France
June 2020 — September 2020
Project Assistanship
- Working on research under Professor Genoveva Vargas-Solar based on natural language processing.
- Extracting and cleaning data from various websites using web crawler and statistics method.
- Programming and designing neural network architecture, to deploy them on extracted data.
Birla Institute of Technology, Mesra.
January 2020 — April 2020
Research Assistanship
- Working on research under Professor Smita Pallavi based on natural language processing and computer vision
- Published two papers on natural question answering system and meme's sentiment analysis in ICCCS2020 and IEEE BigMM2020 respectively.
- Implementing and testing code for better analysis and provide best results
Projects
QuesBELM
Natural Question Answering System based on ensemble method using pretrained models like BERT and ALBERT.
MemSem
A meme classifier trained on a meme dataset from google and reddit, uses multi-modality architecture to train and classify memes.
Pothole_Detection
Full scale ML engine for real time pothole detection using masked R-CNN, deployed using Amazon Sagemaker.
Grab a PDF of my full resume