Default profile banner
AK

Ashish Kumar

@ashishkumar6207

Machine Learning Engineer at NEC Corporation India Pvt.Ltd.

Noida

NEC Corporation India Pvt.Ltd.GZS College of Engineering and Technology Bathinda

Machine Learning Engineer skilled in Natural Language Processing with 2+ years of experience creating machine learning models and retraining systems and transforming data science prototypes to production-grade solutions. Consistently optimizes and improves real-time ongoing projects by evaluating strategies and testing changes. Strong in design and integration with intuitive problem-solving skills. Passionate about implementing machine learning algorithms in new projects that can solve real time problems. Ability to translate business requirements into technical solutions

Experience

Machine Learning Engineer

NEC Corporation India Pvt.Ltd.

Full-time•Invalid Date - Present•Noida, India

Developed and deployed various ML solutions including: 1) Search Engine Optimizer for Government E-Market Place using Natural Language Processing (Feb 2023-Nov 2023). 2) Anomaly Detection using DBSCAN (Feb 2022- April 2022). 3) Product Categorization (July 2023- Oct 2023). Key achievements include leading the implementation of a semantic search system using S-BERT and FAISS, achieving results below 150 milliseconds. Developed a solution for Government E-Market Place to detect novelty images using CNN and Isolation Forest (98-99% accuracy). Also developed a Market Intelligence Module for price tracking using Scrapy-Selenium and NLP techniques.

Education

GZS College of Engineering and Technology Bathinda

B.Tech

Computer Science & Engg

Invalid Date - Invalid Date•Grade: N/A

S.H.s.D

Professional Certification

Data science and Artificial Intelligence

Invalid Date - Invalid Date•Grade: N/A

School Barnala

Higher Secondary School

N/A

Invalid Date - Invalid Date•Grade: N/A

Licenses & Certifications

Professional Certification in Data science and Artificial Intelligence

• No expiration

Python Certification

• No expiration

Skills

Natural Language Processing
BERT
Support Vector Machine
Scikit-learn
Numpy
Scipy
Pandas
Scrapy-Selenium
Matplotlib
NLTK
Keras
Python
API Design and Deployment
Statistical Analysis
Linear Regression
Logistic Regression
Clustering
SVM
KNN
MySQL
DBSCAN
CNN
Isolation Forest
S-BERT
FAISS