Pradip Mane,
M.Tech.

(Electronics System's & Communication)

Data Scientist specializing in Machine Learning, Deep Learning, GenAI, LLMs, NLP, and scalable AI ML deployment solutions..

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About Me

Introduction

I have been working as a Data Scientist since 2018 and understand the key concepts and principles of this job and what it takes to successfully execute all assigned duties. After working in the data Scientist industry for over 5+ years, I have developed extensive knowledge and expertise in the field and gained valuable experience in various aspects of this job.

Profile: Data Science & Analytics
Domain: Healthcare, Retail, Ecommerce & Digital Marketing
Education: M.Tech. (Electronics Systems & Communication)
Language: English, Hindi, Marathi
Interest: Traveling, Sports, Teaching

05+ Years'
Experience

02+ Years'
R&D Experience

8+ Projects
Completed

5 Papers
Published

Download CV

Technical Skills

Technologies, Frameworks & Expertise

AI & Deep Learning

12+ Projects

TensorFlow PyTorch Keras CNN Transfer Learning OpenCV Image Classification Object Detection

Proficiency 90%

Machine Learning

10+ Projects

Regression Classification Feature Engineering EDA Random Forest XGBoost Scikit-Learn Model Evaluation

Proficiency 88%

LLM Engineering

6+ Projects

LangChain RAG AI Agents Prompt Engineering Vector Databases Hugging Face Transformers Embeddings

Proficiency 85%

MLOps & Deployment

8+ Deployments

Model Deployment GitHub Actions MLflow DVC CI/CD Render & AWS Basics Flask FastAPI

Proficiency 82%

Data Science & Analytics

15+ Analyses

Pandas NumPy Matplotlib SciPy Statistics Data Processing Visualization Feature Analysis

Proficiency 90%

Backend Development

7+ APIs

Python Flask FastAPI SQL Bash Authentication API Integration Backend Logic

Proficiency 84%

Developer Tools

Daily Workflow

Git GitHub VS Code Cursor Jupyter Linux Terminal Bash

Proficiency 92%

Databases

5+ Integrations

MySQL SQLite MongoDB Vector DB FAISS

Proficiency 75%

Research & Optimization

Research Based

Hyperparameter Tuning Experiment Tracking Model Optimization A/B Testing Research Papers

Proficiency 80%

Qualifications

Academic and Course Certifications

Education

Certifications

Exams

Master of Technology (M.Tech.)

Electronics Systems & Comm. Government College of Engineering, Amravati, Maharashtra.

2016

Bachelors in Engineering (B.E.)

Electronics Shivaji University, Kolhapur, Maharashtra.

2013

H.S.C.

Physics, Chemistry, Maths Vivekanand College, Kolhapur, Maharashtra.

2009

S.S.C.

Highschool SDHRB, Rajgoli BK., Changad Kolhapur, Maharashtra.

2007

AI Engineer Agentic Track: The Complete Agent & MCP Course

Udemy Certified

2025-2026

MLOps using DVC, MLFlow, AWS, Docker, Kubernetes, KServe, SageMaker and Kubeflow.

2024-2025

Master’s Program - Data Scientist:

Simplilearn Certified in collaboration with IBM

2022-2023

Python and Flask Framework Complete Course

Udemy

2023

NET

EXAM QUALIFIED

2020

GATE

EXAM QUALIFIED

2014,2015,2016,2017,2019

Experience

Technical Experience

Sept 2025 - Present

Data Scientist

V-Dart Technologies | Client: HPCL, Mumbai

Roles and Responsibility:

Participating in daily standup calls and stakeholder coordination meetings.
Performing data collection, preprocessing, validation, and transformation for analytics workflows.
Building and deploying Machine Learning and Deep Learning models for business use cases.
Collaborating with cross-functional teams to plan project execution, testing, and delivery timelines.

April 2020 - Sept2024

Data Scientist

Quest Integrity Services | Pune

Roles and Responsibility:

Actively participated in daily stand-up meetings and task assignments.
Collected, cleaned, and transformed data for analysis and modeling.
Developed and deployed Machine Learning and Deep Learning models for business applications.
Worked with stakeholders to develop roadmaps based on impact, effort and test coordination.

September 2018 - March 2020

Research Associate

College of Engineering Pune | Pune

Roles and Responsibility:

Gathered, arranged & corrected the data to facilitate Research Objectives.
Devised and deployed predictive models using ML/DL algorithms.
Wrote research papers, reports and reviews regarding projects.
Contributed to and actively participated in research conception, design and execution to address defined problems.

January 2018 - May 2018

Assistant Professor

Veermata Jijabai Technological Institute | Mumbai

Roles and Responsibility:

Performed Teaching and Lab work under the guidance of The Head of Department.
Conducted research to serve as the basis for academic publication writing.
Wrote research papers, reports and reviews regarding projects.
Created materials and exercises to illustrate the application of concepts.

Projects

completed Projects

Papers

Published Papers

“Machine Learning Approach for Prediction of Aortic and Mitral Regurgitation based on Phonocardiogram Signal”. (IEEE, India, 2021).

“Machine Learning Based Heart Sound Classification using Hilbert Transform Envelope Technique”. (Springer, London, UK, Feb 2020).

“Machine Learning Approach towards Continuous Cuffless Blood Pressure Monitoring Based on PPG Technique”. (IEEE, Under Review)

“Post-correction of Analog-To-Digital Converter with Real-time FPGA Implementation: A Review " (IJIERE, ICSTSD 2016).

“Digital Post-Correction of Analog-To-Digital Converter". (IRF International Conference, 2016, Pune, India.)

“POST-CORRECTION OF ADC WITH REAL-TIME FPGA IMPLEMENTATION”

Contact Me

Get in Touch

Call Me

+91-8999-134-125

Email

manepradip18@gmail.com

Location

Pune, India

Pradip AI

Pradip Mane, M.Tech.

(Electronics System's & Communication)

About Me

Technical Skills

AI & Deep Learning

Machine Learning

LLM Engineering

MLOps & Deployment

Data Science & Analytics

Backend Development

Developer Tools

Databases

Research & Optimization

Qualifications

Master of Technology (M.Tech.)

Bachelors in Engineering (B.E.)

H.S.C.

S.S.C.

AI Engineer Agentic Track: The Complete Agent & MCP Course

MLOps using DVC, MLFlow, AWS, Docker, Kubernetes, KServe, SageMaker and Kubeflow.

Master’s Program - Data Scientist:

Python and Flask Framework Complete Course

NET

GATE

Experience

Data Scientist

V-Dart Technologies | Client: HPCL, Mumbai

Roles and Responsibility:

Data Scientist

Quest Integrity Services | Pune

Roles and Responsibility:

Research Associate

College of Engineering Pune | Pune

Roles and Responsibility:

Assistant Professor

Veermata Jijabai Technological Institute | Mumbai

Roles and Responsibility:

Projects

Heart-Sound-Classification Using Machine Learning Algorithm

Cuffless Blood Pressure Monitoring Using Machine Learning Algorithm

Fault Detection of Vehicle Starters Using ML Algorithm

Diabities classification Using Machine Learning Algorithm

Diabities classification Using Decision Tree Machine Learning Algorithm

Voice Categoriztion Using Support Vector Machine (SVM) Algorithm

Titanic Servival Classification using Logistic Regression Algorithm

Breast Cancer Classificaton using Random Forest Algorithm

Bostan House Price Prediction

House Price Prediction using Linear Regression Algorithm

Advertising Sales Prediction

Advertising Sales Prediction

Advertising Sales Prediction

Papers

“Machine Learning Approach for Prediction of Aortic and Mitral Regurgitation based on Phonocardiogram Signal”. (IEEE, India, 2021).

“Machine Learning Based Heart Sound Classification using Hilbert Transform Envelope Technique”. (Springer, London, UK, Feb 2020).

“Machine Learning Approach towards Continuous Cuffless Blood Pressure Monitoring Based on PPG Technique”. (IEEE, Under Review)

“Post-correction of Analog-To-Digital Converter with Real-time FPGA Implementation: A Review " (IJIERE, ICSTSD 2016).

“Digital Post-Correction of Analog-To-Digital Converter". (IRF International Conference, 2016, Pune, India.)

“POST-CORRECTION OF ADC WITH REAL-TIME FPGA IMPLEMENTATION”

Contact Me

Call Me

Email

Location

Pradip Mane,
M.Tech.