Deep Learning Software Development

SATYAM SAINI

NJ ( OPEN TO RELOCATION) VISA: OPT-EAD ( NO SPONSORSHIP FOR 3 YEARS) a github.com/humbleOldSage

ć ******.*******@*****.*** +1-848-***-**** ] linkedin.com/in/satyam-saini EDUCATION

• M.S., Computer Science Sept’22 - May’24

Rutgers university, New Brunswick, New Jersey GPA: 4/4

• B.Tech.(Honors), Computer Science And Engineering Jul’16 - Jun’20 Jaypee Institute Of Information Technology (JIIT), India. CGPA: 8.30/10 SKILLS

Languages(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, Git

Frameworks and Libraries: PySpark, scikit-learn, Pandas, React.js Databases & Cloud: SQL ( MySQL ), MongoDB, Hadoop, PySpark PROFESSIONAL EXPERIENCE

MLOPS INTERN

National Renewable Energy Laboratory, Golden, Denver July’23- May’24

(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 ENGINEER

Outdu MediaTech Pvt. Ltd., Bengaluru, Karnataka Sept’21- Jun’22

(Python, Computer Vision, Deep Learning, Docker, Git, Tensorflow )

• Deep learning based OCR Achieved 99.3% accuracy on client’s 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-2

Trilogy, Austin, Texas (Remote) June’21-July’21

• Code refactoring and maintenance in Java for company’s products, BIZAPPS and SONIC, with focus on Quality Bars. SOFTWARE DEVELOPMENT ENGINEER

Kritikal Solutions Pvt. Ltd,India Aug’20-May’21

(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, Microsoft’s 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 Luhn’s Algorithm in c++

• AES-based-Chat-Platform a (Python,Algorithms)

– AES 128 enryption based chat platform for secure conversational experience. 1

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