Profile
Fullstack and Machine Learning Engineer skilled with 2.5 years of experience building and transforming prototype to production-grade web applications and ML Solutions. Enthusiast to work on research-based Deep Learning projects
Experiences
AI based stock market Alpha forecasting
- Worked on end to end ML process including feature engineering, preprocessing and Built custom LSTM models using Tensorflow
- Woked as technical fellow for the team. Gathered and defined customer requirements to develop clear specifications for visualizing the predictions
Ascent Health and Wellness Solution
- Worked on Master Data Management system(MDM) project for Pharmaceutical company AHWSPL
- Built business workflow for data cleaning and regular updating
- Worked on database designs, Frontend, API designs, cron jobs, Triggrs
Project HiWay
- Built a Employee Management System for Hashedin as internal project
- Developed funcationalities for performance tracker, Leave, project allocation, report generation
- Techstack: Django and AngularJS
SRFP-2015
- Worked as an Intern in Summer Research Fellowship Program
- Worked on heartbeat detection application by monitoring the facial and wrist motions using Eulerian Video Magnification
- Used same EVM to magnify and observe the vibrations on the mechanical parts
- Under the guidence of Dr. Venkatesh Vadde
Projects
OCR System for printed Malayalam Scripts - Developed OCR System, through which more than 5000+ Malayalam scripts were digitized. Under the guidence of Dr. CS Yogananda.
Interactive Guided Meditation App - App which tracks breathing patterns and guides meditation to elevate the mindfulness. Based on Lucas-Kanade optical flow algorithm
KeyMatrix - AI in Security - Autentication using keystroke dymamics. Used Oneshot Learning approch to train neural network using Tesorflow 2.0
The Happy HelpLine - Web application which brings people in need and one who are willing to help in common place