Default profile banner
SP

Someshwar Paul

@someshpaul56

Software Engineer – AI/ML at Ascendion Engineering Pvt Ltd

Bangalore, Karnataka, India

https://linkedin.com/in/someshwar-paul-0422b216b

Ascendion Engineering Pvt LtdShivaji University, Kolhapur

Someshwar Paul is an AI/ML Engineer with four years of expertise developing and deploying AI solutions that improved model accuracy by 30%. He is proficient in Python, deep learning frameworks, MLOps, and hardware integration. He combines strong analytical skills with hands-on experience in camera and hardware selection and system optimization to deliver custom computer vision solutions for complex business challenges.

Experience

Software Engineer – AI/ML

Ascendion Engineering Pvt Ltd

Jun 2025 - PresentBangalore

Developing an intelligent agentic platform designed to automate engineering tasks through AI-powered agents and workflows. Contributing to core team responsible for feature development and R&D initiatives. Implementing tools and knowledge base (RAG service) integration to enable intelligent information retrieval and task execution.

Software Engineer – AI/ML

Camcom technologies

Oct 2022 - Jun 2025Bangalore

Engineered end-to-end computer vision systems for automotive paint defect detection and insurance claim damage assessment. Designed camera architecture and lighting setups. Architected and deployed 10+ specialized AI models. Implemented TensorFlow.js for real-time ROI detection. Optimized image processing pipelines and maintained APIs using gRPC and Docker.

Data Scientist Intern

Rubixe™

Jan 2022 - Jul 2022Bangalore

Developed predictive models for inventory management and insurance claim prediction using Random Forest and XGBoost. Engineered activity recognition systems using accelerometer and gyroscope data. Built ML pipelines from data preprocessing to model deployment.

Education

Shivaji University, Kolhapur

Bachelor Of Engineering

Mechanical

Aug 2018 - Sep 2021

Puranmal Lahoti Government Polytechnic, Latur

Diploma

Mechanical Engineering

Aug 2015 - May 2018

Licenses & Certifications

AI Engineer

IABAC

• No expiration

Certified Data Scientist

IABAC

• No expiration

DTP

• No expiration

Tally

• No expiration

Ms-cit

• No expiration

Ms-office

• No expiration

Skills

Computer Vision
OpenCV
Image Processing
Object Detection
Segmentation
Feature Extraction
Camera Calibration
Deep Learning
CNN
YOLO
Transfer Learning
Model Optimization
TensorFlow
PyTorch
Keras
MLOps
Docker
gRPC
Flask
FastAPI
TensorFlow Serving
Edge Deployment
Data Science
NumPy
Pandas
Scikit-Learn
Data Augmentation
Statistical Analysis
Data Visualization
NLP
Text Preprocessing
Sentiment Analysis
TF-IDF
Bag of Words
NLTK
Spacy
Hugging Face
Python
SQL
C++
Git
Linux
Bash Scripting
Jupyter
Hardware Integration
Camera Selection
Lighting Design
Edge Computing
System Integration
Problem Solving