Nikhileswar Komati

Skills

Programming Languages: Python, C, Java
Libraries/Frameworks: Pandas, TensorFlow, Scikit-Learn, Keras, Matplotlib, Seaborn

Tools

Database : MySQL, PostgreSQL, BigQuery
Tools/Platforms: GCP, Azure, Excel, Linux, Git, Docker, Kubernetes, Kubeflow, Jenkins

Software

Jupyter, VS Code, Microsoft Office

About me

Hello, This is Nikhileswar Komati, With a strong background in Machine Learning and Data Engineering, I'm an experienced MLOps Engineer driven by my passion for data science, Currently working at @TCS.

While I'm trying to learn new skills related to ML, If you are someone with the same interests and are looking for partners to learn together, I would be glad to connect with you on Linkedin.

At present, I am actively seeking new employment opportunities in data science to apply my skills and make a significant impact.

Work Experience

Systems Engineer

July 2021 - Present

Spearheaded a team of 4 members in creating a Deep Learning model that identifies real-life violence in videos.
Achieved a state-of-the-art accuracy of 95% with the model compared to the 88.2% accurate model proposed by the dataset creators.

Skills: Deep Learning, Computer Vision, Python

Deep Learning Intern

Coding Profiles

HackerRank

HackerEarth

CodeForces Specialist

Projects and Publication

BERT, XGBoost were trained on multi-node clusters. The model was deployed using Flask and tweepy was used to extract tweets in real-time
Dataset was created from 'Reddit' using Pushshift API

Skills : Flask(Model Deployment), ML & DL Models, NLP, Data Collection(Web Scraping), Multi Node Clusters(Distributed Computing)

Suicide Ideation Detection in Social Media Forums

A multi-purpose application to predict the personality of a candidate based on CV and rank them based on their skills.
Logistic regression was used to predict the personalities while a resume parser was used to identify skills from uploaded CV's and rank them

Skills : Machine Learning, Resume Parsing(Regular Expressions)

Personality Prediction Through CV Analysis

IEEE Publication

Certifications

Microsoft Azure AI Fundamentals

Issued November 2021

Microsoft Azure Fundamentals

Issued June 2021

Python 3 Programming Specialization

Issued July 2020

DeepLearning.AI TensorFlow Developer Specialization

Issued September 2020

Problem Solving

Issued July 2020

SQL(Advanced)

Issued June 2023

Insights from Data with BigQuery

Issued December 2021

Machine Learning

Issued 2021

Deep Learning Specialization