Siddharth Divyang Patni

Professional Summary

Full-stack developer and M.Sc. Digital Technologies student specializing in agentic AI, LLM infrastructure, and autonomous systems engineering. Experienced in building production-grade cascade pipelines, computer-use agents, multi-robot coordination systems, and scalable full-stack platforms. Proficient across Python, FastAPI, Next.js, Docker, Playwright, and ML frameworks with a proven track record of delivering end-to-end AI solutions.

Professional Experience

AI Software Engineer (Research & Dev)
Ciconia Systems GmbH · CORE Research Group

Düsseldorf, Germany · SoSe 2026

Designed and implemented Vergabepilot.AI, an autonomous agentic AI platform to scrape and download public-procurement documents globally across 30+ portal families.
Developed a 7-strategy cascade pipeline utilizing Playwright, LLM code-generation, and visual Computer Use Agents (browser-use) with self-healing retries.
Created a self-learning route system that records agent clicks and replays them, reducing LLM costs by over 95% on repeat visits.
Architected fanned-out chunk processing using Celery, Redis, and asyncio to process up to 10,000 URLs per job run. Configured Prometheus + Grafana dashboards.

Software Developer Intern
L&T Technology Services

India · Dec 2023 – Apr 2024

Refactored React components and Flask API layers, reducing perceived page load latencies by ~30% through bundle tuning and response caches.
Dockerized microservices and integrated them into a Linux-based CI/CD pipeline, reducing environment-specific integration issues.
Standardized API-UI interface contracts and added schema validation checks to prevent runtime errors.

Data Analyst Intern
Snapfix Ltd.

Remote · Jun 2023 – Jul 2023

Analyzed property maintenance logs and spatial data arrays to support core product performance reviews.
Generated SQL queries and automated reports to isolate task workflow delays and bottlenecks.

Education

M.Sc. Digital Technologies Mar 2025 – Present

Ostfalia University of Applied Sciences & TU Clausthal, Germany

Focus: Autonomous AI Agents, Robotics, Deep Learning, Distributed Systems, MLOps

B.Tech. Computer Engineering — CGPA: 7.6/10 Jul 2021 – May 2024

Charotar University of Science and Technology (CHARUSAT), India

Diploma in Computer Engineering — CGPA: 8.92/10 (High Distinction) Jun 2018 – Jun 2021

Gujarat Technological University (GTU), India

Technical Skills

Agentic AI & Automation: browser-use (CUA), Playwright, Cascade Pipelines, Celery, Bull Queues, Self-Healing Scrapers

AI, ML & Computer Vision: PyTorch, TensorFlow, OpenAI/Gemini, SFT & DPO Fine-Tuning, OpenCV, dlib, HuggingFace

Full-Stack Development: TypeScript, JavaScript, FastAPI, Flask, Next.js, React, Node.js, Express, Tailwind CSS

Data & Infrastructure: PostgreSQL, SQLite, Redis, MinIO/S3, Docker, Prometheus, GitHub Actions CI/CD

Robotics & Hardware: Pepper Humanoid, Temi Navigation, Arduino, M5Stack IoT, OBD-II, Serial Comm

Languages: English (C1 Advanced), German (A2–B1 In Progress)

Key Projects

Vergabepilot.AI [Private — Ciconia Systems / CORE Research]

Autonomous agentic AI for public procurement document extraction. 7-strategy cascade pipeline with self-learning CUA routes, 262 passing tests, 32-field deep extraction.

Python, FastAPI, Next.js, Playwright, browser-use, Celery, Redis, PostgreSQL, MinIO, Docker

Spidey · GitHub

Self-hostable autonomous AI agent with live React Flow reasoning graph, offline Vosk voice, local Ollama execution, and SFT/DPO fine-tuning pipeline.

Python, FastAPI, React, Vite, React Flow, SQLite, Vosk, Ollama, WebSockets

Sentinel · GitHub

Open-source LLM observability proxy with span-tree waterfalls, judge-model validation, failover routing, and EU AI Act SHA-256 chained audit ledger.

Python, FastAPI, Celery, Redis, PostgreSQL, Next.js, Docker

ShopMate-R · GitHub

Multi-robot grocery assistant: Pepper humanoid (speech + cart) + Temi (navigation + delivery) orchestrated via Flask with M5Stack IoT shelf sensors.

Python, Flask, SSH, HTTP API, OpenAI API, M5Stack IoT, WebSockets

Cereforge · GitHub

AI/ML learning platform with 24 curated challenges, Gemini-based evaluation engine, XP system, leaderboard, and community forum.

Python, FastAPI, React, Zustand, Gemini API, PostgreSQL, Docker

Licenses, Certifications & Achievements

Fundamentals of Robotics & Industrial Automation · L&T EduTech / Coursera (Mar 2026) — J6H402RZ8R3A

Basics of Robotics · Siemens / Coursera (Mar 2026) — FQ16RTMYPVPD

Introduction to Digital Transformation · Siemens / Coursera (Mar 2026) — MKLLDBZP29RY

CORE Research Internship — Agentic AI · Ciconia Systems GmbH (2026)

Multi-Robot Grocery Assistant — Pepper & Temi · Ostfalia University Lab Project (2025)

High Distinction — Diploma in Computer Engineering · GTU, CGPA 8.92/10 (2021)

SIDDHARTH DIVYANG PATNI