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NJ ( OPEN TO RELOCATION) VISA: OPT-EAD ( NO SPONSORSHIP FOR 3 YEARS) a github.com/humbleOldSage EMAIL AVAILABLE PHONE NUMBER AVAILABLE ] LINKEDIN LINK AVAILABLE EDUCATION M.S., Computer Science SeptStreet Address - May24Rutgers university, New Brunswick, New Jersey GPA: 4/4 B.Tech.(Honors), Computer Science And Engineering Jul16 - Jun20 Jaypee Institute Of Information Technology (JIIT), India. CGPA: 8.30/10 SKILLSLanguages(2+ years): Python, C++Deep Learning & Generative AI: Tensorflow, PyTorch, Natural Language processing ( NLP ), Langchain, Audio Signal Processing, Reinforcement Learning, Hugging-Face, Large Language Models ( LLM) Software Development: Docker, GitFrameworks and Libraries: PySpark, scikit-learn, Pandas, React.js Databases & Cloud: SQL ( MySQL ), MongoDB, Hadoop, PySpark PROFESSIONAL EXPERIENCEMLOPS INTERNNational Renewable Energy Laboratory, Golden, Denver July23- May24(Python, Machine Learning, Docker, Git, MongoDB, Pandas) Enhanced Open Platform for Agile Trip Heuristics (OpenPATH), an app to optimize energy use & measure carbon footprint. Achieved a 3x increase in trip data segmentation efficiency by reducing dbcalls and increasing in-memory operations. Improved accuracy from 64% to 72% by switching to sequential random forest classifiers from DBSCAN-based clustering Enhanced unit test coverage to 84% and introduced integration tests. ARTIFICIAL INTELLIGENCE ENGINEEROutdu MediaTech Pvt. Ltd., Bengaluru, Karnataka Sept21- Jun22(Python, Computer Vision, Deep Learning, Docker, Git, Tensorflow ) Deep learning based OCR Achieved 99.3% accuracy on clients data-set for two-wheeler sticker inspection on OpenVino. . Trained a YoloV4 based two-wheeler inspection algorithm. Improved the model using evaluation metrices. Boosted in-house data collection and synthetic data generation productivity by 75% through Syn-Create and VCALT. SOFTWARE DEVELOPMENT ENGINEER-2Trilogy, Austin, Texas (Remote) June21-July21 Code refactoring and maintenance in Java for companys products, BIZAPPS and SONIC, with focus on Quality Bars. SOFTWARE DEVELOPMENT ENGINEERKritikal Solutions Pvt. Ltd,India Aug20-May21(Python, C++, Git, Deep Learning, Computer Vision) Realized post-training integer quantisation for deep learning based OCR pipeline for computational efficiency along with a strong focus on real-time applications.Resulted in a model with quarter of original size and an accuracy tradeoff of 1.7%. PUBLICATIONS EffKannadaRes-NeXt: An efficient Residual network for Kannada numeral recognition A Deep Learning Framework for Recognition of Various Skin Lesions due to Diabetes KannadaRes-NeXt: A Deep Residual Network for Kannada Numeral Recognition Employing Night-time Light Images for Wealth Assessment in India: A Machine Learning Perspective Assessing Impact of Global Terrorism using Time Series Analysis SELECTEDMAJORPROJECTS Speech-to-Speech Translation System (Deep Learning, Natural Language Processing, HuggingFace ) Developed a three-stage translation system combining Whisper Base ASR, advanced MT techniques, and SpeechT5 for TTS, achieving seamless speech-to-text-to-speech translation, enhancing communication across language barriers. Saiyam: Advanced Voice Assistant (Deep Learning, Audio Signal Processing, Natural Language Processing, Transformers ) Technologies Used: Audio Spectrogram Transformer for Wake Word Detection, Whisper Base for Speech Transcrip- tion, Large Language Model (LLM) for Query Processing, Microsofts SpeechT5 for Text-to-Speech Synthesis. 2D Pong Game Development using OpenGL ( C++, OpenGL) Developed an interactive 2-D Pong game leveraging OpenGL, incorporating complex game mechanics including in- stanced drawing, collision detection, and response. Successfully implemented advanced game features such as keyboard input controls, dynamic scoring systems, and sophisticated graphics rendering techniques, resulting in an enhanced user gaming experience. Credit Card Validator using C++ a ( C++, Algorithms ) Credit Card numbers Validation using Luhns Algorithm in c++ AES-based-Chat-Platform a (Python,Algorithms) AES 128 enryption based chat platform for secure conversational experience. 1 |
