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Full-Stack Data Solutions Architect

Designing end-to-end intelligent applications

I build comprehensive intelligent solutions that seamlessly integrate data infrastructure, machine learning, and user experiences. From exploratory data analysis to web applications with embedded ML capabilities, or a scalable architecture for data-driven products. With 5+ years of experience at industry leaders like Bosch and expertise across the full technology stack, I deliver solutions that drive real business value from prototype to production.

Get in Touch See My Expertise
Rahul Bohare - ML Consultant

Solution Spectrum

🤖

Intelligent Pipeline Architecture

Design and implement scalable machine learning systems integrated into complete full-stack applications. From data ingestion to model deployment with monitoring and feedback loops.

📊

Data Intelligence Platforms

Transform data into actionable business insights through custom analytics dashboards and business intelligence tools that drive decision-making.

🔧

Data Infrastructure & APIs

Build robust backend systems and APIs with integrated ML model serving capabilities. Specialized in scalable data infrastructure and real-time processing.

🚀

Production ML Deployment

Deploy ML models at scale with monitoring and observability. Implement CI/CD pipelines for continuous model improvement and reliable production systems.

👁️

Machine Vision Systems

Develop advanced computer vision systems for real-world applications including object detection, tracking, and industrial automation solutions.

💬

Conversational AI Solutions

Build intelligent assistants and knowledge systems using Large Language Models and retrieval-augmented generation for natural language interaction.

Featured Projects

Real-world data-driven applications across diverse industries

LLM Project Onboarding Assistant

Robert Bosch GmbH
2025

Built a complete LLM assistant solution leveraging Retrieval-Augmented Generation (RAG) framework with OpenWebUI and asynchronous Python libraries. Designed the full system architecture from database design with ChromaDB to user interface, dynamically generating structured project guides tailored to various team roles.

Python httpx async-lru pydantic OpenWebUI

Enterprise RAG Knowledge System

Robert Bosch GmbH
2024-25

Architected and prototyped complete integration of various LLMs with proprietary knowledge base systems to provide natural language query results for enterprise teams. Designed the full-stack solution including API layer, vector database integration, and user interface for efficient knowledge discovery and retrieval.

Python Docker FastAPI Confluence API OpenAI API ChromaDB

Trailer Weight Detection System

Well-known Automotive Giant
2023-24

Consulted on implementation of a comprehensive trailer weight detection system using novel neural network architectures and time series analysis. Designed the complete solution pipeline from sensor data ingestion to deployment architecture for accurate weight estimation in production environments.

Python TensorFlow Conda NVIDIA Jetson Keras

Multi-Modal Sensor Fusion Pipeline

Another well-known automotive giant
2023-24

Implemented a complete multi-modal sensor fusion system fusing data from multiple cameras, generating point clouds and detecting critical area intrusions. Designed the full processing pipeline and integration architecture for enhanced safety monitoring systems.

Python PyTorch NumPy ROS pyrealsense

Autonomous Driving Light Classification

Collaboration project between Robert Bosch and an automotive giant
2022-23

Configured label detection pipeline for fine-tuning models to classify various light sources during autonomous driving, improving vehicle perception capabilities.

Python C++ Gtest Voxel51 AzureML Docker

Autonomous Parking System

Spleenlab GmbH
2021-22

Designed and trained novel neural network architectures for near-field ultrasound sensor-based object classification system, enabling precise autonomous parking capabilities.

Python NumPy Conda Docker

Cell Tower Anomaly Detection

Spleenlab GmbH
2021

Trained object-based detection system to identify visible faults in cell tower components. Deployed on Jetson embedded devices using model quantization with TensorRT for real-time operation.

Python NumPy Docker TensorRT

Drone Landing Area Detection

Spleenlab GmbH
2020-21

Implemented state-of-the-art semantic segmentation and object detection models to classify safe drone landing areas. Deployed on Jetson devices using model distillation for optimal performance.

Python NumPy Conda Docker

Experience

Proven track record delivering full-stack data driven solutions for industry leaders

Software Engineer

Robert Bosch GmbH
June 2022 - Present

Engineering solutions for cross-industry projects. Designed and implemented complete RAG systems with LLMs, consulted an automobile giant on trailer weight detection system architecture, and designed sensor fusion pipelines for automotive safety systems.

Machine Learning Engineer

Spleenlab GmbH
October 2020 - May 2022

Developed and maintained visual perception pipelines for autonomous systems. Specialized in novel neural network architectures and embedded deployment on NVIDIA Jetson devices.

M.Sc. Computer Science

TU München
2020

Specialized in Machine Learning and Deep Learning. Teaching Assistant for ML courses.

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