Rohit Singh
@rohitsingh25
I build AI-driven image annotation solutions and lead teams delivering high-quality training data.
What I'm looking for
At Granular, I’m building an AI solution for roof damage identification while leading a team of eight annotators.
I previously labeled real-world phenomena in imagery, using annotation tools to accurately categorize events and elements against high data-quality standards. My work combines image analysis, JSON, NoSQL, training, and operational leadership.
At Namekart, I researched market dynamics, identified trends, and used Excel and SQL to deliver actionable business and consumer insights. I also contributed to global networking, domain sales, digital marketing, and report writing.
I’ve applied machine learning to Titanic survivability prediction and COVID-19 time-series forecasting, using EDA, feature engineering, KNN, regression analysis, SQL, and Facebook Prophet. Earlier operational work in power plants strengthened my experience with plant operations, maintenance, safety, reporting, and contractor management.
Experience
Work history, roles, and key accomplishments
Building AI solution for Roof damage identification.
Lead a team of eight dedicated annotators.
Deep understanding of market dynamics, employing tailored strategies to identify trends, leading to impactful business outcomes and valuable professional networks. With a strategic approach to data analysis and market insights, positioned to drive business success through informed decision-making and optimized operational strategies.
Global Networking- Adept in global networking strategies, contri
Identify and label real-world phenomena in imagery. Using tools to categorize events and other elements and ensuring data is accurately tagged and meets our high standards.
Predict survivability on the RMS Titanic
Used KNN method to guess the passengers that have most chances of surviving a shipwreck. EDA was performed to understand the dataset and feature engineering to find the relevant labels for the analysis.
Analyzing the trends of Covid-19
Forecasting the number of future cases using current data using Time Series model by importing Facebook prophet
I was responsible for uninterrupted supply of steam and power in NMD complex and proper operation of my plant area. My job include fuel and load optimization, maintaining optimum
operational parameters, permit preparation using SAP system for field jobs, maintaining fuel,
lube oil and chemical inventory and other tasks associated with a particular shift. Gas turbine
starting, stopping, auxiliary c
The intership involved maintenance and service of diesel engine used for marine application.
My work at HEC Ltd, involved looking after production process. The production process involved manufacturing of steel products( casting and forged), their machining and finishing.
Education
Degrees, certifications, and relevant coursework
Massachusetts Institute of Technology
Postgraduate Degree, Machine Learning with Python-From Linear Models to Deep Learning
2023 - 2023
This course was about principles and algorithms for turning training data into effective automated predictions.
- Representation, over-fitting, regularization, generalization, VC dimension;
-Clustering, classification, recommender problems, probabilistic modeling, reinforcement learning;
-On-line algorithms, support vector machines, and neural networks/deep learning.
Manipal Institute of Technology
Bachelor of Technology (BTech), Mechanical Engineering
2013 - 2017
Manipal Institute of Technology
Bachelor of Technology, Mechanical Engineering
2013 - 2017
Pursued a Bachelor of Technology in Mechanical Engineering from 2013 to 2017.
Jawahar Vidya Mandir Shyamali
CBSE 12th, Science
2012 - 2013
St. Thomas School
ICSE 10th
2010 - 2011
Availability
Location
Authorized to work in
Job categories
Skills
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