Amit Sadhu

I build and maintain agents that code, debug, and check the work. The harnesses are Codex, Claude Code, DeepSeek, and Pi, with verification in the loop. I led the architecture for personal agents that run in stateless e2b containers, using OpenClaw and Nous Hermes, with qmd and Supermemory as the memory layer. I also built the tracing dashboards for monitoring and evaluation, on Prometheus and Grafana.

I led the architecture and deployment of an LLM platform: backend APIs, scalable services, eval-driven CI, and cloud containers. I ran multi-agent workflows in CrewAI and connected them to Zoho CRM, n8n, Workable, and Ribbon, with observability and real-time evaluation on the internal workflows.

I improved RAG pipelines on Azure Semantic Kernel, in TypeScript and Python, keeping command and query paths separate. I grounded answers with BM25 in Azure AI Search so responses stayed on the documents.

I led the team that served translation and text-to-speech models for 400+ languages, on FastAPI, Docker, Kubernetes, and Baseten. I set up the organisation-wide MLOps pipeline and an AI governance framework used across 22 offices. Falcon and Llama 2 ran in environments that had to stay inside GDPR. I used LangChain, LangSmith, vector databases, and embedding models to get experiments and client demos out faster. I also shipped a generative content product, GPT-4, DALL-E, and avatars, that took a multi-week production cycle down to a few hours. Two of five daily challenges at the Intel and Prediction Guard Advent of GenAI hackathon, 2023, landed in the top entries. I coordinated the GenAI roadmap with stakeholders in Australia and the Americas, and did R&D on digital twins used as chat agents.

I built and maintained pipelines for ingest, extraction, cleaning, and preparation, feeding SQL reporting and the warehouse. I governed a catalogue of 800+ social sources across 35 countries, including Facebook, YouTube, Google, TikTok, Instagram, Yandex, and FrontApp. Daily reports went to the founders' office, the board, and trustees.

I automated IT operations for one of Europe's largest financial companies and a UAE IT group. I assessed the work and designed AIOps and runbook workflows for 33+ use cases, in Python and PowerShell. I tracked security review of 60+ use cases with the client's security team and the tower leads. I also analysed tickets for automation scope and built the client dashboards in Power BI.

Bachelor of computer applications. First class with distinction. Inter-collegiate fest coordinator, School of CSA, 2016. Member of the School of Computer Science and Applications soccer team.

The course ran on 17 October 2024. 50 hours of lectures and exercises, covering data analysis and AI on an HPC cluster, AI ethics, exploratory data analysis, machine learning, neural networks, deep learning with PyTorch, and big-data frameworks. Also a capstone on analysing data with large language models, plus pre-processing, feature engineering, regression, classification, and Apache Spark from Jupyter on the cluster. Taught by Dr.-Ing. Lorenzo Zanon and Junghwa Lee.

The course focused on profiling AI and machine learning so it actually uses the machine: NVIDIA Nsight Systems, GPU profiling, distributed data parallelism, model parallelism, and multi-GPU and multi-node runs. Labs were on the Leonardo booster partition, NVIDIA A100s. Taught by Tosin Adesuyi from NVIDIA, with the EuroCC centres. Online, 4.5 hours.

Overall band 8.0. Issued in 2023.

Qlik's course on reading, questioning, and working with data.

How public and private institutions can use data to improve lives. Taught by economists and scientists from the World Bank, on the World Bank Online Learning Campus.

The digital exam on AWS architecture, security, and deployment. Issued 27 January 2020.

ITIL v3, Windows Server 2016, RHEL 7, Cisco routing and switching, and MSSQL 2017. Issued 10 January 2020.

I was youth president from 2016 to 2019. I led about 40 youth with a team of 6, and organised outreach, a blood donation camp, and church camps. I still volunteer there, including on the music and media team.

I helped with the website and other practical things. I also played acoustic guitar on the music team, and sat the media desk when they needed someone.

I travel to villages in Odisha to help plan schools, and I advise on digital transformation and media.