Hi, I'm Arjun
MLE | Data Engineer
27 | Artificial Learning | Data Science | Software Development | Ai
Research
About
My Introduction
I'm an enthusiastic and proactive individual with a strong expertise and experience in Data Engineering, Machine Learning, Computer Vision, Natural Language Processing, and Software Development. I have completed my Master's degree in Computer Science at Binghamton University in New York, focusing on Artificial Intelligence. Currently, I'm working with M&T Bank. Self-motivation, attention to detail, innovative problem solving, strong analytical skills, articulate communication & creativity are the things that drive me to achieve great results. If you're looking to hire please don't hesitate to reach out to me via email.
Skills
My technical & miscellaneous skillsBig Data
5+ Years XPHadoop
90%Apache Spark
85%Hive
75%Sqoop
75%Kafka
75%Nifi
85%Programming
6+ Years XPPython
95%SQL
95%Spark (Scala & PySpark)
80%C & C++
80%Front End
2+ Years XPHTML
90%CSS
85%JavaScript
75%React
85%BackEnd
2+ Years XPNode JS, Express JS
80%Firebase
60%Machine Learning
5+ Years XPComputer Vision
100%Natural Language Processing
85%ML Algorithms
90%Probability & Statistics
85%Data Analytics & Visualization
80%Frameworks & Libraries
90%Cloud
5+ Years XPAmazon Web Services
85%Misc
4+ Years XPGit
Leadership
95%Communication
90%Time Management
98%Experience
My journey in the academic & professional frontMasters in Computer Science
Binghamton University, NY, USAB.Tech - Electronics & Communications Engineering
JNTU - Kakinada, IndiaClass XII
Maths, Physics, Chemistry | Andhra Pradesh Board of Intermediate Education, IndiaClass X
Board of Secondary Education, IndiaData Engineer
M&T Bank, Buffalo, NYML/Data Engineer
Hyundai Research & Development Center, IndiaData Analyst Intern
Tata Consultancy Services (TCS), IndiaCertifications
All relevant certifications completed till dateGoogle
TensorFlow
Developer
Solutions Architect Associate
A-Z™ Machine Learning: AI, Python & R
DeepLearning.Ai's ML & DL
Projects
My works, projects & contributions
American Sign Language Prediction using Deep Neural Networks
Uses Convolutional Neural Networks and Deep Learning to detect American Sign Language with an accuracy of 94.85% to significantly enhance communication for individuals with hearing impairments. Furthermore, the project is poised for enhancement, to integrate seamlessly with the Zoom platform, enabling real-time translation of gestures into English. This fosters an inclusive communication experience for its users, breaking down linguistic barriers in virtual meetings.
Git
Generative AI Document Search Application using LangChain, OpenAI API, and Chromadb
Built a Generative-AI Chatbot that utilizes LangChain and OpenAI API, to extract insights from private data through natural language queries within an organization's local knowledge base of private documents. Retrieval-Augmented Generation combines retrieval-based and generative approaches for accurate responses. This system can serve as a conversational tool, handling internal data queries and reducing the reliance on support teams.
Git
End-to-End Streaming Pipeline using using Nifi - Kafka - Spark
This project involves collecting real-time data from various APIs using Apache NiFi. Collected data was sent to Kafka topics, a distributed streaming platform and a message queue. Spark was employed for real-time data processing and analytics, facilitating the extraction of insights from streaming data. This integration enables a seamless data flow from source to destination and the ability to run complex analytics and ML models on the streaming data.
GitPatent Publications
My research & publicationsIn Vehicle Payment System using Audio Video Network System
Publication: Intellectual Property Rights of India | Application No.201811027937 A | Progress: Patent FiledLink: World Intellectual Property Organization (WIPO) | Snippet: Certificate
Author(s): Nagarjuna Nathani, Hwang Seung Hai, Hwang Jin Man, Mariyala Satish Reddy
Company: Hyundai & Kia Research & Development Center (HMIE), India
Designed a secure machine-learning powered cashless transaction system, integrating the rear camera with AVN for payments via UPI, and Virtual Payment Addresses (VPA).
News: Hyuandai
Plans to launch in-car payments in USA
Gesture-Input Recognition Controller on Steering Wheel
Publication: Intellectual Property Rights of India | Application No.201811041982 A | Progress: Patent FiledLink: World Intellectual Property Organization (WIPO) | Snippet: Certificate
Author(s): Nagarjuna Nathani, Lee Jaejun, Sitatama Murthy Manuru, Venkatesh Kudipudi
Company: Hyundai & Kia Research & Development Center (HMIE), India
Capacitive sensor data captured from user gestures is preprocessed, labeled, and used to train a Deep Learning model, whose results are mapped to vehicle’s convenience features.
Traction Control System by Tire Temp Data Monitoring
Publication: Intellectual Property Rights of India | Application No.202011041306 A | Progress: Patent FiledLink: World Intellectual Property Organization (WIPO) | Snippet: Certificate
Author(s): Nagarjuna Nathani, Neela Pradeep, Marredu Teja
Company: Hyundai & Kia Research & Development Center (HMIE), India
An ML-powered mechanism to control the traction of the vehicle trained on tire temperature data and analysing it to dynamically maintain optimum pressure.