Viral Trivedi

Machine Learning Developer

Kshatrainfotech•  February 2021 - Present

- Applied expertise in Computer Vision and Natural Language Processing to address real-time challenges and develop practical solutions. - Implemented various Computer Vision algorithms as per project requirements, including classification, segmentation, object detection, pose estimation, image generation, OCR, and image processing. - Implemented diverse Natural Language Processing algorithms tailored to project needs, such as Named Entity Recognition (NER), BERT, Text Generation, Text Classification, Text-to-Text Generation, Sentence Similarity, Large Language Model (LLM) applications, Video-to-Text, Audio-to-Text, and Transformers. - Participated in projects like Resume Parser, Application Tracking System, Invoice Parser, Tree Generation from Video Topics, Floorplan Recognition, Pose Transfer, Pose Estimation, Content Generation using OpenAI API, Fine-Tuning OpenAI Models, Cell Counting with SAM Models, Microorganisms Classification, QR Code Detection, Strip Detection, OCR for Documents and Images, Eye Liveliness Detection in JavaScript, Face Detection in JavaScript, and more. - Experienced with Python libraries such as OpenCV, Pillow, scikit-image (for image processing); PyTorch, TensorFlow, scikit-learn, Keras (for deep learning); NLTK, Hugging Face, sentence-transformer, spaCy (for natural language processing); matplotlib, Seaborn (for plotting). - Worked with additional Python libraries including NumPy, Pandas, pdftotext, pdftoimage, pdfminer, pdfplumber, fuzzy-wuzzy, pytesseract, paddleocr, ffmpeg, smtplib, Pyzbar, and others. - Skilled in the end-to-end development process, ensuring a comprehensive approach in delivering effective solutions. - Hands-on experience with AWS services such as S3, EC2, CodeBuild(CI/CD), AWS Transcribe, AWS Secrets Manager, RDS, and Textract. - Proficient in APIs and services like Flask, Django, FastAPI, Nginx, Gunicorn, Linux services with systemd, Postman, and Certbot. - Hands-on experience with databases including MongoDB, MySQL, PostgreSQL, and SQLite.