I am a Bengaluru-based Machine Learning Engineer dedicated to moving AI from research papers to production. I specialize in the "missing middle" of AIβoptimizing LLMs, building RAG pipelines, and deploying scalable MLOps infrastructure.
- π οΈ Current Focus: Leading AI/ML orchestration at Strategic AI Consulting.
- π¦ Open Source: Author of specialized Python packages with 3.6K+ downloads.
- ποΈ Knowledge Sharing: 600+ hours spent training professionals on Transformer Internals, LoRA, and Agentic AI.
- π€ Core Tech: Python, PyTorch, LangChain, FastAPI, Docker, and Azure.
| Category | Tools & Technologies |
|---|---|
| AI / Machine Learning | PyTorch, TensorFlow, Scikit-Learn, Hugging Face, OpenCV |
| Generative AI & LLMs | LangChain, RAG Pipelines, Prompt Engineering, LoRA/QLoRA, Vector DBs |
| Backend & MLOps | FastAPI, Flask, Docker, Celery, RabbitMQ, Git |
| Data & Cloud | SQL, Azure, MongoDB, Pinecone, Weights & Biases |
| Frontend / Visualization | React, Next.js, Tailwind CSS, Streamlit |
Real-Time Multilingual Support Platform
- Description: A low-latency voice-to-voice translation system using Meta MMS-1B and WebSockets. Designed for seamless customer-agent interaction across 20+ languages.
- Tech Stack: React, FastAPI, MMS-1B, Google TTS, Asyncio.
- Impact: Robust RBAC for agent management and regional Indian language support.
Automated Feature Engineering Engine
- Description: A modular Python package to automate feature selection, identifying the most impactful variables to reduce training time and boost model accuracy.
- Tech Stack: Python, Scikit-learn, XGBoost, LightGBM.
- Impact: Published on PyPI (
pip install smartfeatureselectml) with a focus on production-ready Recursive Feature Elimination.
ποΈ SmartSoilBuilder
AI-Powered Geotechnical Decision Support
- Description: Bridges the gap between geotechnical data and construction strategy, providing actionable building recommendations based on ML soil classification.
- Tech Stack: React, FastAPI, Python (SLM Data Analysis).
- Impact: Real-time dashboard for visualizing soil stability and geotechnical health metrics.
οΏ½οΈ LinkedIn Job Alert Bot
Intelligent Career Growth Automation
- Description: A high-reliability scraper that monitors LinkedIn for priority job postings, delivering real-time email notifications to stay ahead in the job market.
- Tech Stack: Python, Playwright, SMTP, Pandas.
- Impact: Bypasses manual searching with cookie-based authentication and automated SMTP alerts.
Deep Learning Document Authentication
- Description: A security-focused application using CNNs to verify signatures. Detects genuine vs. forged signatures with high precision.
- Tech Stack: TensorFlow, Keras, React, FastAPI.
- Impact: Live deployment for real-time stroke/pressure analysis and immediate authentication feedback.
AI-Driven Diagnostic Support
- Description: End-to-end medical imaging tool that applies Deep Learning to MRI scans to assist researchers and clinicians in early tumor detection.
- Tech Stack: React, FastAPI, Python, CNN.
- Impact: Direct web-based inference pipeline for high-throughput medical image analysis.
- π Understanding Transformer Internals from Scratch
- π Optimizing OCR Pipelines with LayoutLM and FastAPI
- π The Rise of Agentic AI in Enterprise Workflows