I'm an AI Automation Engineer at the intersection of machine learning, agentic systems, and workflow intelligence — passionate about transforming ideas into autonomous, scalable solutions.
Whether it’s orchestrating LLM-driven workflows, building n8n automations, or crafting intelligent agents, I thrive on creating systems that think, act, and evolve.
💡 AI Automation Engineer passionate about LLMs, agentic systems, and intelligent automation.
I specialize in connecting data pipelines, APIs, and AI models using n8n, Python, and LangChain — crafting automations that enhance productivity and decision-making.
🧠 My expertise lies in:
- Building agentic multi-agent ecosystems using CrewAI, LangChain, and LLMs.
- Designing end-to-end automation workflows (document processing, chatbots, AI assistants).
- Engineering Generative AI pipelines for text, voice, and data-driven tasks.
- Deploying scalable AI systems with Docker, Vertex AI, and GitHub Actions.
With a Pharm.D background, I bring analytical precision and real-world empathy into AI — ensuring every system I build matters.
Integrating n8n + LLMs + Python for business process automation
- Developed document parsing pipelines, voice-to-doc automation, and report generators.
- Created autonomous task orchestration systems using multi-agent logic.
- Reduced manual workflow time by 90% through intelligent automation.
I’m fueled by curiosity and precision — continuously learning, building, and deploying AI that transforms real-world workflows.
🤝 My mission:
- To build autonomous systems that scale effortlessly.
- To collaborate on AI-first startups creating meaningful automation.
- To enable humans + machines to work together intelligently.
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🚀 CheapestBuy.AI — Built at Internet of Agents Hackathon @Solana Skyline (lablab.ai, Solana, Coral MCP, Mistral AI, AIMLAPI)
- Registered shopping agent on Coral MCP
- Integrated CrewAI multi-agent workflows, RAG, Solana Pay (DEVnet demo) + Helius API for on-chain verification
- Added voice search (Whisper GPT-4o) for multilingual queries
- 🎖️ Project Spotlight by AIMLAPI
- 🎤 Invited to present at AIMLAPI Shark Tank (Discord livestream)
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- 🔗 Live Demo on Render: Click to Explore
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🏅 Hackathon Finalist & Multiple Top Ranks on Kaggle
- Petals to the Metal (3rd place, official Kaggle competition)
- Blood Glucose Prediction (Top 15%)
- Detect AI vs Human Images (Top 25 public LB, invited to share methodology)
🧠 Multi-agent shopping assistant using CrewAI, Gemini, Whisper, Serper API, and LiteLLM.
- Personalized recommendations and product summarization via RAG
- Real-time product parsing & comparison with voice and text support
- Built in Streamlit with 4-star expert rating at Lablab’s Execute Hackathon
🥇 Ranked 25th on public LB, 29th on private LB with F1 score: 0.80
- Used EfficientNet, ViT, and custom augmentations
- Selected among standout solutions; requested to present methodology due to high-quality results
🥉 Secured 3rd position in the official Kaggle "Petals to the Metal" competition using macro-F1 evaluation.
- Built a high-performing ensemble using ConvNeXtBase, InceptionResNetV2, and ResNet50
- Performed grid search over weights (α, β, γ) to maximize F1 score
- Achieved F1 score = 0.9568 on first submission 🚀
- Visualized results with confusion matrix, classification report, and model comparison charts
🎯 Achieved Top 19% (Rank 378 / 2025) with 87% accuracy
- Custom mel-spectrogram pipeline using seresnext26t_32x4d
- Advanced TTA, chunking, and ensemble inference
- Addresses bioacoustic species detection in real-world environments
📊 Ranked in Top 15% with RMSE = 0.09
- Time-series prediction using XGBoost, LGBM, and stacking
- Engineered temporal features for BGL variation modeling
🧬 Achieved Top 30% in RSNA competition
- Medical image classification using ResNet + EFFICIENTNET
- Emphasis on class balancing and clinical impact
🗣️ Real-time voice chatbot using Whisper, Llama3, and gTTS
- Reduces typing effort by 90%, ideal for customer support
- Conversational, human-like interaction via Gradio interface
📚 Document Q&A and summarization using Gemini + ChromaDB
- Extracts insights from PDFs, saving 70% review time
- Gradio UI for instant document interrogation
🔎 Cuts down reading time by 80%
- Summarizes PDFs, Word, and TXT files using Gemini + Gradio
- Ideal for researchers and students needing instant insights
🎭 A fun NLP project fine-tuning LLMs for Yoda-style speech generation
- Entertainment + creative writing use case
- Deployed with Gradio for live demo interaction
- Python, SQL, JavaScript (Basics)
- PyTorch, TensorFlow, Scikit-learn
- LangChain, CrewAI, FastAPI, Flask, Streamlit
- LLMs (OpenAI, Gemini, LLaMA, Mistral)
- LangChain Agents, CrewAI Multi-Agent Workflows
- RAG Pipelines, Vector DBs (ChromaDB, FAISS, Pinecone)
- Coral Protocol (MCP), Solana Pay AI Agents
- Whisper, Voice AI, Speech-to-Text / TTS
- Vision Transformers (ViTs), CNNs, Transfer Learning
- Fine-tuning, Prompt Engineering, Generative AI
- Explainable AI (SHAP, LIME)
- Regression, Classification, Time Series Forecasting
- Feature Engineering, Model Optimization, Cross Validation
- EDA, Statistical Analysis, Data Wrangling
- Power BI, Matplotlib, Seaborn, Plotly
- Gradio, Streamlit, Interactive Dashboards
- OpenCV, Pandas, NumPy
- Hugging Face, Serper API, LiteLLM
- API Integration, Agent-API Orchestration
- Docker, GitHub Actions (CI/CD)
- Render, Hugging Face Spaces, Vertex AI
- Jupyter, Colab, VS Code, Cursor
- Experiment Tracking, Model Versioning
- Feature Stores, Model Registries
- Kaggle Notebooks & Competitions
- 🏆 Certificate of Achievement – Internet of Agents Hackathon @Solana Skyline - Lablab.ai
- 🏆 Certificate of Achievement - AI Genesis Certificate - Lablab.ai
- Gen AI 5-Day Training - Kaggle & Google
- Applied Data Science Lab - WorldQuant University
- Neo4j Certification - GraphAcademy
- LangChain Certificate - LangChain Academy
“Automation is not the end of work — it’s the evolution of intelligence.” Thanks for stopping by!
Let’s connect, collaborate, and build something extraordinary together. 🚀