Build. Break. Learn. Improve. Repeat.
I'm an AI & ML engineer who focuses on building intelligent systems, not just models. Currently an AI Engineer at WOLFx Digital Agency, Mumbai, building automation workflows, backend systems, and AI-driven products.
I work at the intersection of:
- Large Language Models
- Backend Engineering
- Automation Pipelines
- Production-Ready ML Systems
I enjoy designing AI systems that reason over data, automate workflows, and integrate into real-world business use cases.
AI Engineer — WOLFx Digital Agency, Mumbai (Feb 2025 – Present)
- Built automation workflows using AI and backend technologies to streamline operations
- Developed scalable content creation systems for digital marketing, including Reddit marketing tools for audience engagement
- Contributed to SaaS product development (asimpletool.com) — backend features and automation modules
- Building backend systems for an AI-driven cybersecurity product featuring an autonomous AI security analyst agent
- Implemented API integrations, backend automation pipelines, and AI-driven workflows across client projects
Project Intern — SUNIX AI, Bengaluru (Remote) (Aug 2024 – Dec 2024)
- Hands-on experience in data labeling, annotation, and preprocessing for ML model training on large datasets
Junior Software Developer Intern — Mukesoft, Mumbai (Remote) (Nov 2023 – Jul 2024)
- Built web applications with PHP, JavaScript, CodeIgniter, Laravel, and MySQL
- Designed and managed WordPress sites end-to-end, from front-end theming to back-end functionality
Machine Learning Fundamentals
- 🎓 Admissions Predictions — comparing Logistic Regression, SVM, Decision Tree, Random Forest & KNN on a synthetic admissions dataset
- 📚 Book Recommendation System
- 🏠 House Price Prediction
- 💬 Text Sentiment Analysis
- 📧 Spam Classifier Model
- 🚗 Speed–Distance Prediction Model
- 🧑🤝🧑 Gender Classification Model
Applied AI / Deployed Apps
- 📄 ATS Resume Analyzer — live Streamlit app that scores resumes against job descriptions
- 🏦 AI-Based Loan Verification System — live Streamlit app for automated loan eligibility checks
Automation & Marketing
- 🤖 Reddit Marketing Automation Tool — matches SaaS products to relevant Reddit discussions for organic, problem-driven promotion (built for asimpletool.com)
- 📢 AI Marketing Agent — autonomous agent that identifies relevant online discussions and promotes products where they genuinely solve user problems
- ✍️ Content Creation & Content Cloning Automation — AI-powered workflows for generating and repurposing marketing content at scale
- ⚙️ Business Process Automation Systems — workflow automation combining AI, backend services, and orchestration
Data & Backend Engineering
- 🗣️ Chat with DB — natural language interface over Trino, unifying multiple structured & unstructured databases into a single conversational layer, with natural-language responses
- 🛠️ Data Engineering Pipeline — preprocessing/ETL pipeline that parsed, cleaned, and loaded 500GB of data into production databases
- 🔌 API Integration Projects — third-party API integrations powering AI and SaaS product workflows
Cybersecurity & AI Backend
- 🛡️ AI Security Analyst Agent — backend systems for an autonomous AI security analyst capable of monitoring, analyzing, and responding to security events (ongoing, WOLFx)
SaaS Product Development
- 🧰 SimpleTool SaaS Platform (asimpletool.com) — backend development, third-party integrations, and automation modules
Practical experience with:
- Vector databases (Pinecone, Weaviate, Chroma)
- Embeddings & semantic search optimization
- Prompt engineering at scale
- Model fine-tuning workflows
- Custom AI architectures
- ML training & deployment pipelines
- Strong AI/ML fundamentals
- Retrieval-Augmented Generation (RAG) pipelines
- Hybrid retrieval strategies
- Advanced embedding optimization
- Stateful multi-agent orchestration
- Efficient LLM system design
- B.Sc, Artificial Intelligence & Machine Learning — Tata Institute of Social Sciences, Mumbai (Expected Jul 2026, 8.9 CGPA)
- M.Sc, Data Science — K J Somaiya, Mumbai (Expected Jul 2028)
- 5 professional certifications completed on Coursera in AI & Machine Learning
Languages:
Python | JavaScript | R
AI/ML:
PyTorch | TensorFlow | Keras | Scikit-Learn | Pandas | NumPy
LLM & Agents:
LangChain | LangGraph
Automation & Backend:
Node.js | REST APIs | n8n | Workflow Orchestration
Cloud:
Oracle Cloud Infrastructure (AI Certified)
Tools:
Linux | Git | Jupyter | VS Code
Build systems.
Design for scale.
Automate intelligently.
Keep learning.
LinkedIn: Ayush S. Pangaonkar
Email: ayushspangaonkar0710@gmail.com
Turning AI from concept → system → product.