Software engineer, technical writer & open-source maintainer
I'm Avdhesh Varshney, an experienced machine learning engineer passionate about learning and building open-source software that is beneficial to developers and the world at large.
Contrbution Graph
Work Experience
Girlscript Foundation
Project Admin and Mentor
Experience managing the WebMasterLog project in full-stack web development, coordinating Angular, React, Node.js, Vue projects, implementing Agile practices for streamlined workflows and productivity, mentoring on web development best practices, conducting code reviews, ensuring timely project completion, and maintaining high-quality standards.
Social Summer of Code
Project Mentor
Oversaw the development of AI and ML projects including a virtual assistant, an AI-powered code generation tool, and an AI decision support system for strategic planning, ensuring timely completion, effective teamwork, and compliance with deadlines.
Winter of Code
Machine Learning Developer
Developed and deployed face operation models using Flask and Streamlit, optimized algorithms for facial recognition and image processing, collaborated with a diverse team to enhance project features, and analyzed data to improve model accuracy, securing 1st rank in the Winter of Code program.
Social Winter of Code
Data Analyst
Experienced in developing facial operations models with CNNs, enhancing image processing tasks, and creating NLP models for sentiment analysis and text classification using advanced techniques like word embeddings and transformers.
JGEC Winter of Code
Project Mentor
Recognized as Best Mentor and for Best Project in an Open-Source Program, guiding participants in Angular, Next.js, Node.js, React, ExpressJS, and Vue.js technologies. Reviews and merges pull requests, enforces project rules and code standards, and fosters community engagement while addressing challenges.
Innogeeks Winter of Code
ML Team Lead
Led ML team, developing and deploying DL models with Streamlit/Flask, including cardiovascular disease prediction, face attraction detection, and celebrity detection models. Ensured project completion, model accuracy, and efficient deployment.
Code Peak
Open Source Developer
Developed and contributed to open-source ML and DL projects, implementing advanced algorithms and models. Collaborated with the community to enhance features and functionality, while participating in code reviews and continuous learning to stay updated with the latest trends.
Kharagpur Winter of Code
Data Analyst
Contributed to ML ProjectKart and ML Crate repositories by developing and fine-tuning data analysis models. Improved model accuracy and reduced overfitting through hyper-parameter tuning. Analyzed datasets and derived insights using advanced visualizations and graphing techniques.
Hacktoberfest
Open Source Developer
Actively participating in Hacktoberfest, collaborating with a global community of developers, writing clean, modular, and well-documented code, fixing bugs, implementing new features, engaging in community discussions, and ensuring code quality and adherence to project guidelines.
Girlscript Summer of Code
Machine Learning Developer
Experienced in developing and training machine learning models, conducting data preprocessing and feature engineering, implementing algorithms with TensorFlow and scikit-learn, optimizing model performance, participating in code reviews and debugging sessions, and documenting experiments for reproducibility. Ranked 6th among 1500+ active participants.
Social(Formerly Script Foundation)
Web Developer
Ranked 1st in Social Summer of Code 2.0, skilled in building and maintaining server-side applications with Node.js, Express.js, or Python, optimizing website performance, troubleshooting code issues, managing databases, and writing clean, efficient, and well-documented code.