Sanjay Nanthan.S
Tiruppur
Summary
Possessing a robust foundation in Python programming and REST APIs, coupled with a fast-learning aptitude to thrive in dynamic environments. Equipped with a deep understanding of algorithms and data structures, ready to design, develop, and optimize cutting-edge web and AI-powered applications that drive innovation and deliver impactful solutions.
Overview
2
2
years of professional experience
Work History
ML Engineer
SeedApps Technologies and Services
05.2023 - Current
- Conducted extensive research on the latest computer vision techniques, contributing to cutting-edge advancements in the field.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
- Designed and implemented RESTful APIs to integrate machine learning models with various applications, enabling seamless data exchange and real-time analytics for business-driven decision-making
- Developed chatbots for an undisclosed university and mall customers using OpenAI API and a vector database, leveraging Retrieval-Augmented Generation (RAG) technology to enable real-time, context-aware conversations
- Extensive hands-on experience with Linux, including manual setup of SQL servers, Python applications, and configuration of networking tools like Nginx, firewall management. Proficient in monitoring system resource consumption and optimizing performance on Linux environments
- Deployed the Llama 3.1 model on a Linux environment and integrated it into an automated email response bot to streamline communication workflows and improve efficiency.
Education
B.E - Computer Science
Coimbatore Institute of Technology
Coimbatore, India05.2022
Green Park matric higher secondary
04.2018
SBOA matric higher secondary
04.2016
Skills
- Python
- SQL
- REST API(FLASK)
- Linux
- Azure
- Git Version Control
- LLM's(OpenAI , Llama31)
- Vector Database
Languages
English
Tamil
Projects
Uniform Identification System, Led the design and implementation of a solution using two proprietary models to identify school uniforms across collection of images, enhancing accurate categorization and streamlining processes. Sentiment Analysis Application, Developed a sentiment analysis application utilizing multiple models to extract insights and deliver actionable responses via a Flask API. Retrieval-Augmented Generation (RAG) Application, Created an application using Llama Index and Langchain for real-time querying, retrieval of information PDF documents, and text files. Implemented the same technology over a pre-production database to automate querying by natural language. Mouse simulation using hand gestures (College final year project), Spearheaded the development of gesture recognition solutions to improve user interaction and accessibility. Chatbot with Multimodal Input, Developed a chatbot capable of accepting text, audio, and images, and responding via a Flask API. Automated Email Response System, Built a scenario-based automated email response system using Langchain, LLM, and Python’s Flask to improve communication efficiency.
Crypto Trading
Invested in cryptocurrencies since the pandemic, gaining a strong understanding of market fundamentals through navigating volatility. Built a diverse portfolio that includes altcoins such as Polkadot, Cardano, and VeChain, demonstrating strategic decision-making and long-term investment insights.
Timeline
ML Engineer
SeedApps Technologies and Services
05.2023 - Current
Green Park matric higher secondary
SBOA matric higher secondary
B.E - Computer Science
Coimbatore Institute of Technology
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