Manohar Karanth P D
Data ScientistData Scientist | Data Engineer
Holcim
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist | Data Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Holcim
Data Scientist
June 13, 2026 – Present
kumbh-mela-ubicomp-stampede-management
December 30, 2025 – Present
An executive presentation on stampede management at Kumbh Mela with EdgeAI crowd flow, emotion analytics, and predictive communication. This is developed as a part of Pervasive Computing assignment at BITS Pilani.
View Projectlogistic-regression-fpga-pilot
December 16, 2024 – December 16, 2024
A Logistic Regression model code on an FPGA (Zynq board) with PS and PL implementation, using fixed weights and biases. Developed for the Hardware and Software Co-Design assignment at BITS Pilani, the design incorporates components like AXI and BRAM to meet assignment requirements.
View Projectvertexai-mlops-predictive-clv
June 22, 2024 – July 10, 2024
An MLOps implementation on GCP using Vertex AI, BigQuery, and TensorFlow for a predictive Customer Lifetime Value (CLV) use case
View Projecta-complete-reinforcement-system
February 11, 2024 – February 11, 2024
Reinforcement Learning Specialization by 'University of Alberta' assignments are hosted here
View Projectaws-genai-llms
September 1, 2023 – September 15, 2023
Related to 'Generative AI with Large Language Models' course by DeepLearning.AI in collaboration with AWS
View Projectsensor-fault-detection
November 6, 2022 – November 8, 2022
sensor-fault-detection — GitHub repository
View Projectxml-parsing-spark
April 24, 2021 – July 4, 2021
A repository to solve the Data Incubator's mini-project on Spark on Stack Overflow data.
View ProjectHypothesis_Testing_Spark
January 15, 2021 – April 24, 2021
This repository is for testing a few claims made in a TV documentary about crime issues in United Kingdom (UK).
View Projectkeras-deployment-to-aws
October 26, 2020 – November 1, 2020
AWS deployment related particulars are held by this repository.
View ProjectSentiment_Analysis
October 16, 2020 – October 17, 2020
Repository is for sentiment analysis performed using Natural Language Processing (NLP) techniques.
View ProjectCultural Fit Analysis
The candidate's project portfolio demonstrates a strong interest in various domains within data science, including NLP, MLOps, Reinforcement Learning, and even hardware-software co-design for ML. This breadth of interest and continuous learning aligns well with a culture that values innovation and continuous skill development. The personal projects indicate a self-starter mentality. However, the lack of team-based project descriptions or open-source contributions makes it difficult to assess collaborative cultural fit.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies. The variety of projects suggests adaptability and a willingness to tackle diverse challenges. However, without specific psychometric test results or interview data, it is difficult to assess communication clarity, work attitude, stress handling, or team collaboration skills.