Recommended expert

Noushiq (K a n) Mohammed k a n

Projects

Noushiq Mohammed k a n
Stuttgart, Germany

Experience

Sep 2025 - Present
5 months

Projects

Institute for Intelligent Systems

  • Evaluation and analysis of camera-based traffic light and sign recognition system on various LLM-based autonomous driving systems (LMDrive, BEVDriver)
  • Implemented VLM based traffic notice instruction generation unit for closed-loop autonomous driving system which alerts driver in unforeseen driving incidents
  • Developed independent LLM-based local chatbot with Llama, DeepSeek and Qwen including MLflow evaluation framework
Mar 2025 - Aug 2025
6 months

Master Thesis

Institute for Intelligent Systems

  • Designed and implemented a method to integrate traffic light and sign ground truth data from CARLA through python API, which reduced the related driving infractions by 23%
  • Developed a perception stack with deep learning-based traffic light and sign recognition model which leads to relative driving performance improvement of 14%
  • Estimated accurate evaluation of traffic light detection model by k-fold cross-validation training method and generated a dedicated traffic sign dataset for closed loop simulation system (CARLA) containing 4.3k+ images
  • Experience in working with high-performance computing clusters (Accessing virtual machines with SSH, Batch job scripting and Slurm workload management)
  • Major activities: Architecture development (Python), dataset preparation, Dataset annotation and augmentation, model training, experiment tracking and metrics evaluation
  • Skills: Python, PyTorch, OpenCV, YOLO, RT-DETR, Hugging Face, scikit-learn, pandas, Git, Docker, shell scripting (CLI)
Sep 2024 - Aug 2025
1 year

Working Student

Robert Bosch GmbH

  • Provided active learning support for the lane detection deep learning model by revamping data annotation and quality assurance processes for the application of level 3 and level 4 autonomous driving
  • By collaborating with the labellers, improved the pipeline for image data, which included around 2 million frames
  • Created, configured, and managed the labelling quality review document in Confluence for platforms like Kognic, Telus, and Deepen AI, which drastically reduced systematic labelling errors by 20%
Jan 2022 - Aug 2023
1 year 8 months

Cost and Data Analyst

General Electric

  • Led a team for cost data analysis of approximately 7 million supplier products with 200+ modalities, demonstrating strong project management, data engineering and analyzing skills through effective task delegation
  • Automated large-scale data preprocessing using pandas and NumPy, integrating supplier and inflation data from multiple sources, resulting in 65% faster analysis turnaround
  • Built and deployed ML-driven forecasting models using Scikit-learn, reducing cost planning uncertainty and enabling procurement teams to anticipate inflation-based cost hikes
  • Applied Random Forest and regression analysis to identify top material cost drivers, influencing data-backed supplier negotiation strategies that saved 6% of operational expenditure
  • Integrated machine learning outputs with Power BI and later to Smartsheet, enabling real-time visualization of cost predictions and inflation trends for management-level insights
  • Deployed 3 Kaizen projects that enhanced operational workflows and cycle times in cost data analysis and forecasting
Nov 2020 - Dec 2021
1 year 2 months

Engineering Analyst

Advanced Structures India

  • Led reverse engineering and system-level analysis for four top commercial vehicles, delivering high-impact technical documentation and provided 20+ impactful benchmarking ideas worth reduction of 8% in annual production cost
  • Defined the costing module and supported client onboarding, earning recognition from the Managing Director for exceptional adaptability and timely delivery
  • Collaborated with software developers to design, develop, and test 8 costing functional modules that were delivered two weeks ahead of schedule, significantly streamlining the software
Nov 2018 - Nov 2019
1 year 1 month

Graduate Apprentice Trainee

Bharat Heavy Electricals Ltd

  • Managed daily production and inventory using SAP ERP, achieving a 5% increase in external order fulfilment through efficient salvage of rejected products

Summary

Versatile, analytical, and impact-driven engineering professional with 3+ years of experience in AI/ML and autonomous driving technologies. Possesses a strong expertise in computer vision, deep learning, data engineering and HPC platforms through hands-on projects. Currently advancing cutting-edge mobility solutions through a master’s program focused on AI integration in automated driving.

Skills

  • Programming Languages: Python, Matlab, C++ (Modern), Cli Scripting (Bash, Powershell).
  • Ai/ml & Gen Ai: Langchain, Ollama, Llms (Llama, Qwen, Deepseek), Pytorch, Tensorflow, Scikit-learn, Mlflow, Pandas, Numpy, Matplotlib.
  • Computer Vision: Opencv, Matlab Cv Toolbox, Ultralytics, Rt-detr, Vlms (Llava, Qwen, Gemini, Moondream), Ros.
  • Project Management: Agile Methodologies (Scrum, Kanban), Resource Management Training, International Negotiation, Stakeholder Engagement, Requirements Engineering, Client Delivery And Relationship Management.
  • Simulation And System Design: Matlab Simulink, Matlab Simscape, Matlab System Composer.
  • General Tools: Git (Version Control), Docker (Containerization), Streamlit, Google Colab, Sql, Jira, Confluence, Miro, Smartsheet, Power Bi, Ms Office, Sap Erp.

Languages

English
Native
Malayalam
Native
Hindi
Advanced
Tamil
Advanced
German
Intermediate

Education

Aug 2023 - Oct 2025

Hochschule Esslingen

M.Engg in Automotive Systems · Automotive Systems · Esslingen, Germany

Jul 2014 - Apr 2018

University of Calicut

B Tech in Mechanical Engg · Mechanical Engineering · Kozhikode, India

Need a freelancer? Find your match in seconds.
Try FRATCH GPT
More actions

Similar Freelancers

Discover other experts with similar qualifications and experience

Prasanna Hegde
Prasanna Hegde

Master's Thesis Student

View Profile
Chaima Dahri
Chaima Dahri

Data Scientist Intern

View Profile
Uddipan Basu bir
Uddipan Basu bir

Research Team Member

View Profile
Ekaansh Khosla
Ekaansh Khosla

Master thesis - LLM powered RAG System

View Profile
Aniruddha Pal
Aniruddha Pal

AI Software Developer

View Profile
Arun sai Thunga
Arun sai Thunga

AI-Backend Developer Intern

View Profile
Stephan Baier
Stephan Baier

Freelance Data Scientist

View Profile
Lino Giefer
Lino Giefer

Senior Data Scientist

View Profile
Pawan Saxena
Pawan Saxena

Academic Project

View Profile
Raksha Shet
Raksha Shet

Working Student – Industrial Foundation Model

View Profile
Muntaha Shams
Muntaha Shams

AI Engineer (Freelance)

View Profile
Kashyap Khunt
Kashyap Khunt

Master’s Thesis - Synthetic Data Generation for Quality Inspection

View Profile
Bhavani Savalam
Bhavani Savalam

Data Partner - Computer Science - Digital Media

View Profile
Murad Ali
Murad Ali

AI Agents Automation - LLM-Powered Agentic System

View Profile
Jeanne Yap
Jeanne Yap

Process Engineering Intern

View Profile
Kiran kumar Kanathala
Kiran kumar Kanathala

Applied NLP: Word-Level Encoding for Smarter Event Predictions

View Profile
Shyam sundar Rampalli
Shyam sundar Rampalli

GenAI Engineer

View Profile
Devakinand Dama
Devakinand Dama

Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data

View Profile
Maria shaima Joy
Maria shaima Joy

Master Thesis – Research & Development

View Profile
Madhava Pesala
Madhava Pesala

AI Specialist

View Profile
Narges Dastanpour hosseinabadi
Narges Dastanpour hosseinabadi

Research Assistant

View Profile
Max Ritter
Max Ritter

Cloud (AWS) | AI | DevOps | Data

View Profile
Raghu ram Vadali
Raghu ram Vadali

Telco Customer Churn Prediction – End-to-End ML Pipeline

View Profile
André Filip
André Filip

GenAI Product Owner

View Profile
Surinder Ram
Surinder Ram

Interim Product Owner (AI Tech-Stack)

View Profile
Felix Brunner
Felix Brunner

Project

View Profile
Timon Höfer
Timon Höfer

Research Scientist and Product Owner

View Profile
Kashaf Khan
Kashaf Khan

AI Consultant / Expert

View Profile
Mirza Klimenta
Mirza Klimenta

Agentic AI for a DeepResearch project

View Profile
Mohammad Labeeb
Mohammad Labeeb

Research Intern - ML / ADAS

View Profile