SimranShaikh20 - Overview

👩‍💻 About Me

✨ AI/ML Enthusiast | Open-Source Contributor | Developer of AI Automations
✨ Passionate about Generative AI, Full-Stack Engineering & Data Intelligence
✨ Currently exploring prompt-based workflow systems using Groq & LangChain
✨ Strong advocate for ethical tech, open collaboration, and lifelong learning

💼 Experience

AI / ML Intern — Atlas Copco (Jan 2025 – Present) 📍 Pune, On-site

Deep Learning Models: Implementing ResNet-based transfer learning for industrial defect detection, achieving 90%+ classification accuracy through fine-tuning and hyperparameter optimization using PyTorch
Autoencoder Development: Developed autoencoder models for anomaly detection, reducing feature dimensionality by 65% while maintaining reconstruction quality for efficient defect identification
Data Augmentation: Engineered automated augmentation pipelines using tqdm, expanding training datasets by 3x through geometric transformations and synthetic generation, reducing labeling errors by 30%

Web Scraping Intern — Keshav Encon (Jun 2024 – Feb 2025)

Designed scalable scraping workflows using Python, BeautifulSoup, and Scrapy
Automated pipelines, reducing manual data collection efforts by 60%
Integrated REST APIs, HTML parsers, and advanced XPath filters
Implemented Pandas/NumPy for deep data analysis and transformation

Open Source Contributor — GSSoC Extended (Top 5%) (Oct 2024 – Nov 2024)

Contributed to ML pipeline optimization & data processing repositories
Ranked among the Top 5% of 7000+ contributors globally
Collaborated via Git and improved code quality through systematic PR reviews

🚀 Featured Projects

Multi-Agent Code Review System — 4x faster parallel code analysis using TigerDB's zero-copy forks
Support Agent Automation — Zapier + AI-Powered WhatsApp API assistant for handling student & learner queries
SEO InsightHub — AI-driven SEO auditor using Groq LLM and Agno APIs
LinkedIn Content Generator — n8n + Mixtral workflow for automated post generation for professionals
AI-Powered Grammar Checker — Advanced prompt-based grammar correction model