Jay Pandya
Post Graduate in Artificial Intelligence and Machine Learning
Ahmedabad
Summary
AI ML Engineer with experience in model creation, model deployment, Generative AI and Fine tuning the model. Communication skills and ability to handle meetings are good. Comfortable to work in all types of environments.
Overview
3
3
years of professional experience
Work History
Assistant Manager
L.J University
06.2023 - 02.2024
Developed a drone-based AI system for detecting leaf health in agricultural settings.
- Performed on-device inference using Edge AI devices for real-time leaf health analysis.
- Organized entrepreneurship events: Spearheaded various events related to startups, fostering innovation and collaboration. Also provide technical guidance to the startups.
Intern
YM Intelligence
11.2022 - 02.2023
- Implemented a computer vision algorithm to identify Premature Ventricular Contractions (PVCs) in ECG data, improving efficiency in anomaly detection.
- Utilized computer vision techniques to verify the accuracy and speed of body stitching processes.
- Analyzed grain quality using computer vision, contributing to the development of automated inspection systems.
Intern
Mukundal Robotics
06.2022 - 07.2022
- Acquired knowledge of core robotics concepts, including kinematics, robot motion planning, and path mapping.
- Built and executed robot simulations to validate these concepts.
Team Member
L.J Team Falcon
01.2021 - 08.2022
- For ABU ROBOCON, designed and implemented a computer vision system for object detection.
- Additionally, utilized a PID algorithm to precisely control the robot's base movement, ensuring smooth and accurate maneuvering.
- Furthermore, designed and developed functional code for the robot's shooter mechanism, contributing to the robot's overall functionality.
Education
PG - Artificial Intelligence And Machine Learning
IIIT Banglore
Banglore 04.2001 -
Bachelor of Engineering - Information And Communication Technology
L.J Institute of Engineering And Technology
Ahmedabad 04.2001 -
Skills
Programming Languages: Python
Frameworks & Tools: TensorFlow, PyTorch, LangChain, LlamaIndex,Streamlit,Flask
Generative AI Technologies: Open-source and paid LLM models (Llama2, Mistral,OpenAI,Google Gemini Pro)
Vector Databases: ChromaDB, Pinecone
Database Management: Experience with DataStax Cassandra DB in production environments, Mysql, Mongodb
Deployment Platforms: AWS Bedrock, AWS (EC2, Lambda), Azure Functions, Hugging Face Spaces
AI/ML Techniques: Fine-tuning with custom data, vector embedding, NLP, neural network optimization,MLOPS, Dockers,Kubenetes
Soft Skills: Analytical thinking, problem-solving, teamwork, effective communication
Projects
1) Telegram Chatbot Using Gemini Framework
- Overview: Created a responsive Telegram chatbot using Gemini for efficient query processing.
- Technologies: Gemini framework, Telegram API.
- Outcome: Improved user engagement and experience by providing accurate and prompt responses to queries.
2) AI Voice Assistant Llava_7B
- Overview: Developed an image captioning app with voice input capabilities using Whisper and LLava models.
- Technologies: Whisper model, LLava LLM model, Google Text-to-Speech (gTTs) service.
- Outcome: Enhanced accessibility and user experience through voice-controlled image captioning, enabling seamless interaction for all users.
3) Text To Music Using OpenAI And SunoAI Bark
- Overview: Enabled users to generate music from text inputs using OpenAI LLM and SunoAI Bark models.
- Technologies: OpenAI LLM, SunoAI Bark model.
- Outcome: Empowered users to effortlessly create personalized music compositions from text inputs, enhancing creativity and enjoyment in music production.
4) Pre Presentation Preparation Team
- Overview: Utilized AI agents including a researcher, industry analyst, meeting strategist, and summary generator to prepare presentation content.
- Technologies: Langchain, CrewAI framework.
- Outcome: Enhanced presentation preparation efficiency by leveraging AI agents for research, industry analysis, strategy formulation, and summary generation. Improved presentation quality and relevance to meeting agendas and industries.
Timeline
Assistant Manager
L.J University
06.2023 - 02.2024
Intern
YM Intelligence
11.2022 - 02.2023
Intern
Mukundal Robotics
06.2022 - 07.2022
Team Member
L.J Team Falcon
01.2021 - 08.2022
PG - Artificial Intelligence And Machine Learning
IIIT Banglore
04.2001 -
Bachelor of Engineering - Information And Communication Technology
L.J Institute of Engineering And Technology
04.2001 -