Harshit D.
Forward Deployed Engineer || AI/ML Engineer || Nemoclaw, Openclaw, Agentic AI & LLM Systems || Network Security Automation || SWE 2 @HPE
Bengaluru
5+ years of work experience
Feb 20242 yrs 7 mosPresent
Bengaluru, Karnataka, India
I build Agentic AI systems and the full-stack applications around them, from the model layer down to the interface.
What I do day to day:
• Design agent logic end to end — prompt architecture, tool selection, retry and fallback behaviour, and validating model output before it triggers any real-world action.
• Build the backend: REST APIs and microservices in Python/FastAPI, relational schema design, background workers, and the integration layer connecting agents to external systems.
• Build the front end: React and TypeScript interfaces for data-heavy operational workflows — live state views, diff and comparison views, approval flows.
• Own reliability for non-deterministic systems: permission boundaries, output validation, rollback paths, and regression testing for LLM behaviour.
Results have included cutting incident triage time by roughly 75% and reducing test cycle time 62%, with one system replacing an outsourced manual workflow entirely.
Beyond delivery, I review code for the team, run onboarding for engineers new to agent development, and present technical work to senior leadership.
Python · FastAPI · React · TypeScript · PostgreSQL · REST APIs · Microservices · LLM orchestration · Docker · Agile
Jan 20242 mosFeb 2024
Jun 202310 mosMar 2024
Delhi, India
As a Software Engineering Intern specializing in Machine Learning since June 2023, I've made substantial contributions to our project. I organized a vast database of over 10 million mathematical problem questions, applying unique cluster IDs for streamlined access. Additionally, I developed Neural Networks for efficient data classification, which greatly improved our AI's problem-solving capabilities. My role also involved data analysis, converting unstructured information into valuable insights, and contributing to Computer Vision applications in an AI-based math tutor. Notably, I achieved an impressive 97% accuracy rate with self-trained algorithms and a 98% accuracy rate in query-based sorting.
My tech stack includes expertise in Machine Learning, Neural Networks, Data Analysis, Computer Vision, and proficiency in Python, TensorFlow, and PyTorch.
Jun 202310 mosMar 2024
Cambridge, England, United Kingdom
In my role as an Artificial Intelligence Researcher since May 2023, I've played a pivotal part in managing infrastructure and data pipelines, ensuring a smooth transition of codes into production. My contributions extend beyond technical implementation, as I regularly consult with managers to fine-tune and delineate our machine learning objectives.
My primary focus lies in the domain of Computer Vision, where I meticulously analyze deep fake graphics and employ Deep Learning models, harnessing technologies like Python, TensorFlow, and PyTorch, to provide accurate annotations. This challenging work in the realm of AI has allowed me to make a meaningful impact in my role.
Nov 20211 yr 10 mosAug 2023
Manipal
Founding Team Member, Head ML, OpenCV
As a founding team member, I spearhead Machine Learning initiatives at [Startup Name], with a special emphasis on leveraging OpenCV for cutting-edge solutions. Guiding the development of advanced algorithms and AI techniques, my role centers on translating ideas into AI-driven products that make a tangible impact.
Utilizing a tech stack that includes Python, TensorFlow, PyTorch, and OpenCV, I'm contributing to our dynamic startup culture as we redefine the future of technology and innovation.
Harshit’s AI Stack
Education
B.Tech, Electrical, Electronics and Communications Engineering
Manipal institute of technology
20204 yrs2024
12th Pass, Mathematics and Computer Science
Delhi Public School Patna
200613 yrs2019
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