👋 Hi, I'm Manish Tiwari, a final-year Computer Science student at IK Gujral Punjab Technical University, India. I build practical AI systems, contribute to open source, and learn by shipping.
My interests lie at the intersection of machine learning engineering, LLM systems, MLOps, and backend infrastructure. I enjoy taking ideas from experimentation to production by building data pipelines, training workflows, APIs, and deployment systems in this journey I've built around 15 projects.
I've built AI products ranging from secure execution environments for AI-generated code to model monitoring systems and custom language models. Along the way I've contributed around 78 pull requests across open-source projects and collaborated with maintainers across AI, ML, and developer tooling ecosystems.
Outside technology, you'll usually find me in the gym, on long cycling rides, exploring new ideas, or thinking about the next project to build.
Open source
Technical Skills
Python · SQL · Rust (learning) · Bash
PyTorch · HuggingFace · Transformers · RAG · LLM Workflows · LoRA · Fine-Tuning · Tokenization
FastAPI · REST APIs · Docker · Linux · GitHub Actions
PostgreSQL · SQLite
Git · GitHub · Streamlit · Ollama · Plotly · SentencePiece · Scikit-learn
Writing
Working + Reading: ML Systems Architecture • Production Deployment • Cost Optimization • Research Papers
Places visited — India
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Punjab · Delhi · Haryana · Himachal Pradesh · Uttar Pradesh · Rajasthan · Bihar · Jammu & Kashmir · Jharkhand · Madhya Pradesh