Aswin

About Aswin

I am a recent M.Sc. graduate in Data Science passionate about unlocking insights through Data Analysis, Machine Learning, and Artificial Intelligence. With hands-on experience from my academic journey and an ML internship at IIT-Guwahati, I am equipped to leverage data and technology to drive impactful solutions.Skills & Expertise:Data Analysis: Proficient in SQL, Excel, and R for data manipulation and visualization. Skilled in Tableau and Power BI for creating dashboards that support data-driven decision-making.Machine Learning: Strong foundation in Supervised, Unsupervised, and Reinforcement Learning algorithms, including Decision Trees, Random Forests, and Neural Networks. Experienced with Python for model building, data wrangling, and statistical analysis.Artificial Intelligence & Deep Learning: Knowledgeable in Deep Learning techniques like CNNs and RNNs. Proficient in Generative AI models, including VAEs, GANs, and Transformers for tasks such as NLP and Computer Vision.Big Data: Familiar with Hadoop, MapReduce, and Pandas for scalable data processing and Data Mining, enabling efficient analysis of large datasets.Project Highlights:Real-Time Abnormal Activity Detection: Developed a system with an edge device to detect unusual activities.Military Vehicle Classification: Built a deep learning classifier to categorize military vehicles.Chandrayaan-3 Image Processing: Analyzed lunar images using advanced image processing techniques.Generative AI Applications: Gained hands-on experience with GANs and Autoencoders to explore creative content generation.Strengths:Analytical Thinking: Adept at deriving actionable insights from complex datasets.Continuous Learning: Actively pursuing knowledge in Data Science, AI, and ML through courses and certifications.Collaboration & Communication: Effective team player with strong communication skills for presenting data findings.I’m seeking roles in Data Science, Machine Learning, and AI where I can apply my skills to solve real-world challenges and contribute to innovative projects. Connect with me to explore collaboration or discuss career opportunities!

Experience

1. Web Ai Developer

   Anteriad

   Jul 2025 — Present · Bengaluru, IN

   As a Web AI Developer at Anteriad, I work on designing and implementing intelligent web-based systems that integrate AI-driven functionalities to enhance automation, personalization, and decision-making processes.Key Responsibilities & Achievements:Developed and deployed AI-powered web applications by integrating machine learning models and automation workflows into web platforms.Collaborated with cross-functional teams to build scalable APIs and data pipelines supporting model inference and dynamic content generation.Implement NLP-based chatbot systems for automated query handling using frameworks like LangChain, LlamaIndex, and OpenAI APIs.Designed interactive frontend interfaces for AI modules using Python-based GUI frameworks (Tkinter/PyQt) and web integration tools.Contributed to AI model fine-tuning, optimization, and deployment, ensuring robust performance and seamless integration with backend systems.Applied data preprocessing, feature extraction, and model interpretability techniques to improve model accuracy and transparency.Participated in code reviews, documentation, and system testing to ensure production-level reliability and maintainability.Actively engaged in AI architecture discussions and innovation planning to align development goals with organizational objectives.Technologies: Python, FastAPI, Flask, LangChain, LlamaIndex, OpenAI API, PyTorch, TensorFlow, REST APIs, Web Automation, HTML/CSS (basic integration), BootStrap, PyQt/Tkinter, Git, and VS Code.

Education

• Gujarat University

  Bachelor's degree, Artificial Intelligence and Machine Learning

• Kongu matric Hr.Sec School

  6th-12th

• Gujarat University

  Bachelor's degree, Artificial Intelligence and Machine Learning

  2019 — 2022

• Shanmugha Arts, Science, Technology & Reserch Academy (SASTRA), Thanjavur

  Master's degree, Data science