Ayush Surana

AI Researcher

Mumbai, Maharashtra, India1 yr 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Achieved 95-99% accuracy in ML pipelines during internship.
  • Led a team to 6th place in national championship.
  • Developed a real-time system for autonomous vehicles.
Stackforce AI infers this person is a skilled AI/ML engineer with a focus on automotive applications.

Contact

Skills

Core Skills

Ai/mlDeploymentData ScienceTeamworkLeadership

Other Skills

3D Computer Aided Design (3D CAD)Advanced Driver-Assistance Systems (ADAS)Algorithm DesignAlgorithm DevelopmentAlgorithmsApplication DevelopmentApplied Machine LearningApplied ResearchArduino IDEArtificial Intelligence (AI)Autodesk Fusion 360AutomationAutomotiveAutomotive Electrical SystemsAutomotive Electronics

About

If there’s one thing that’s defined my career so far, it’s curiosity. It began during my Bachelor’s when I interned at Verzeo, experimenting with ML pipelines that achieved 95–99% accuracy. That experience pulled me into the world of AI. From there, I led a 6-member team at the Electric Solar Vehicle Championship (AIR 6 finish) and later pursued my Master’s in Artificial Intelligence at Deggendorf Institute of Technology [public university], Germany. My thesis, FlashPredict, was a turning point. I built a real-time system for autonomous vehicles using multimodal data (camera, LiDAR, radar) and optimized it to cut latency by 24 ms while boosting accuracy. That project showed me the thrill of solving complex AI problems that actually matter. Since then, I’ve explored Generative AI—building RAG systems, fine-tuning LLaMA models, and designing multi-agent systems with LangChain and LangGraph. What excites me most is not just building these systems, but collaborating with people, sharing ideas, and delivering beyond expectations as a teammate. **Core Skills:** - Gen AI: LangChain, LangGraph, LlamaIndex, HuggingFace, RAG - AI/ML: CV, NLP, Multimodal Fusion, Model Optimization - Deployment: AWS Bedrock, FastAPI, Streamlit - Databases: SQL, Cassandra, ChromaDB, Pinecone, FAISS - Teamwork: Leadership, Communication, Problem-Solving I’m open to opportunities in applied AI and GenAI R&D. Let’s connect and build the future of AI together!

Experience

1 yr 6 mos
Total Experience
9 mos
Average Tenure
--
Current Experience

Deggendorf institute of technology

Master Thesis Student

Mar 2024Sep 2024 · 6 mos · Cham, Bavaria, Germany

  • Thesis Topic : Computer Vision based real time object distance and speed prediction using Multimodal data fusion for an Autonomous Vehicle
  • Thesis Grade: 2.2 as per german grading system
  • Developed a real-time, multimodal object distance & speed prediction system for autonomous vehicles.
  • Fused data from camera, LiDAR, and radar, optimizing latency by 24ms and increasing prediction accuracy.
  • Applied advanced CV, ML, and sensor data fusion techniques; deployed solutions using FastAPI
Computer VisionMachine LearningFastAPIMultimodal Data FusionAI/MLDeployment

Verzeo

Machine Learning Intern

Jul 2020Sep 2020 · 2 mos · Karnataka, India

  • Built and benchmarked gender classification algorithms (Logistic Regression, Random Forest, Gradient Boosting) on tweet data, achieving up to 99% accuracy.
  • Led exploratory data analysis and visualization for movie industry datasets, uncovering actionable insights across 4,800+ records.
  • Utilized Pandas, NumPy, Matplotlib, Seaborn for data processing and visualization.
Machine LearningData AnalysisPandasNumPyMatplotlibSeaborn+2

Nmims shirpur

Autonomous Team Lead, ESCV 2020

Apr 2019Apr 2020 · 1 yr

  • Managed a Team of 6 members while collaborating with 4 other team leaders.
  • Achieved All India Rank 6th with a score of 180/200 in the Autonomous Round.
Team LeadershipCollaborationProject ManagementTeamworkLeadership

Education

Deggendorf Institute of Technology

Master of Engineering - MEng — AI for Smart Sensors and Actuators

Mar 2022Aug 2024

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

Bachelor of Technology — Mechatronics

Jan 2017Jan 2021

K.V.N.Naik college of Arts,Commerce and Science

12th — Science

G.E.S.H.A.L Ozar Township

10th

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