👋 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 more than 20 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 over 100 pull requests across 30+ open-source organizations 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.
Experience
New Delhi · June 2026 – August 2026
Built a Slack-integrated project automation platform used by 100+ designers and managers across 200+ projects, plus automated certificate and PPT/PDF → Excel extraction pipelines that cut processing time by over 90%.
Remote · Jan 2024 – Present
100+ PRs opened and 40+ merged across 30+ organizations — SDK improvements, tests, developer tooling, docs, and AI features. Built Bharat Benefits, a voice-first RAG agent merged into Moss.
Remote · Dec 2024 – Feb 2025
Python automation for 500+ travel package records and influencer engagement analytics.
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 · Uttrakhand