Vikas Mevada
Surat
Summary
Python Developer specializing in Computer Vision, Deep Learning, Transformers, LLMs, and VLLMs. Experienced in building scalable ML pipelines, optimizing model performance, and developing AI-driven solutions for unstructured data. Strong focus on clean, maintainable code, product innovation, and reliable AI solutions.
Overview
3
3
Languages
8
8
years of professional experience
Work History
AI/ML developer
Nividous software solutions
Ahemdabad
09.2021 - Current
- Developed and enhanced AI/ML capabilities for SmartBot, contributing to product stability, scalability, and performance across enterprise automation use cases.
- Built production-ready document intelligence pipelines for document understanding, information extraction and document classification.
- Developed and optimized OCR and information extraction pipelines using OpenCV, PaddleOCR, Transformers, and custom deep learning models.
- Worked extensively with LLMs and Vision-Language Models (VLMs) for extracting structured information from complex documents and unstructured data.
- Integrated and deployed models using vLLM, Llama.cpp, TorchServe, TorchScript, and Docker, with a focus on efficient GPU-accelerated inference.
- Implemented quantized model inference using formats and techniques such as AWQ, GGUF, and NVFP4 to optimize memory usage and inference performance.
- Developed evaluation frameworks to measure field-level accuracy, document-level accuracy, Straight-Through Processing (STP), token consumption, and inference latency across AI models.
- Troubleshot and optimized complex GPU, CUDA, PyTorch, Docker, and model-serving environments, improving reliability and deployment efficiency.
- Collaborated with cross-functional teams to translate business requirements into scalable AI-driven automation solutions and production-ready features.
AI/ML Intern
Technoinc AI Services LLP
Surat
01.2021 - 04.2021
- Developed machine learning models to identify key data patterns, enhancing decision-making capabilities.
.NET Intern
Renown Infosys
Surat
07.2018 - 04.2019
- Developed Asp.NET applications using C# and Implemented MVC 5 Framework to structure applications for enhanced maintainability
Education
M.Sc -AI - Artificial Intelligence
Auro University
Surat, India05-2021
BCA - computer science
Veer narmad south gujarat university
Surat, India05-2019
Skills
- Machine Learning
- Deep Learning
- Gen-AI
- LLM/VLM
- Python
- Tensorflow
- Keras
- Torch
- Data Analysis
- API Development
- Cloud Computing
Accomplishments
Round of Applause Award, Nividous software solution, Recognised for special technical skills, 10/01/24
Personal Information
Date of Birth: 12/30/1998
Hobbies and Interests
- Playing Chess
- Gaming
- Solving riddles
Languages
English
Proficient (C2)
C2
Gujarati
Native
Native
Hindi
Proficient (C2)
C2
Timeline
AI/ML developer
Nividous software solutions
09.2021 - Current
AI/ML Intern
Technoinc AI Services LLP
01.2021 - 04.2021
.NET Intern
Renown Infosys
07.2018 - 04.2019
M.Sc -AI - Artificial Intelligence
Auro University
BCA - computer science
Veer narmad south gujarat university