Hi, I'm Simran Shaikh!
Based in Gujarat, India
Reach me at: [email protected]
B.E. Computer Science (MSU, CGPA: 8.21)
Diploma (Computer Engineering, CGPA: 9.88)
✨ 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
- 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%
- 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
- 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
- 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
- 🥇 Agentic PostgreSQL Challenge Winner [ Hosted by: @TigerDB & @DEV]
- 🏅 Global Agent Hackathon Winner
- 🥈 Bhashathon (IIT Bombay) — 2nd Place
- 🥈 ACPC (Gujarat) State Rank: 7th overall (GTU affiliated)
- 🥇 Academic Excellence, 1st Rank (Diploma)
- ⚡ Gen AI Academy Certification by Google Cloud & Hack2Skill
- 👩💻 50+ Open Source Contributions on GitHub
