Akshat Mandloi

Co-Founder

San Francisco, California, United States6 yrs experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in computer vision for autonomous vehicles.
Proven track record in AI research and development.
Strong collaboration with interdisciplinary teams.

Stackforce AI infers this person is a Data Science and AI specialist in the Automotive industry.

Contact

Skills

Core Skills

Start-up LeadershipArtificial Intelligence (ai)MlopsData ScienceDeep LearningComputer VisionResearch And Development (r&d)

Other Skills

Analytical SkillsArduinoBatteriesBicycle DynamicsC (Programming Language)Control TheoryConvolutional Neural Networks (CNN)Cross-functional CoordinationData AnalysisDesign ThinkingElectric VehiclesEnglishFeedback Control SystemsImage ProcessingMatlab

About

🚀 Dedicated AI Scientist with a focus on revolutionizing the world of autonomous vehicles through computer vision and deep learning techniques. 🔬 Expertise in developing and implementing cutting-edge computer vision algorithms to enhance perception and enable robust decision-making in autonomous systems. 💡 Passionate about exploring the intersection of AI and various domains, aiming to apply computer vision and deep learning across industries such as healthcare, agriculture, retail, and more. 🤖 Skilled in leveraging large-scale datasets and advanced neural network architectures to build highly accurate and efficient models that solve real-world problems. 🌐 Proven track record of collaborating with interdisciplinary teams of engineers, researchers, and domain experts to translate complex requirements into practical AI solutions. 📚 Committed to staying at the forefront of AI research and advancements, continuously expanding my knowledge and skill set to deliver state-of-the-art solutions. #AI #AutonomousVehicles #ComputerVision #DeepLearning #CrossDomainApplications #Innovation #ProblemSolver

Experience

Smallest.ai

Co-Founder

May 2024 – Present · 1 yr 10 mos · San Francisco, California, United States · Hybrid

Start-up LeadershipSoftware as a Service (SaaS)Speech RecognitionSpeech ProcessingArtificial Intelligence (AI)

Bosch

2 roles

Senior Data Scientist

Jan 2023 – Apr 2024 · 1 yr 3 mos · Bengaluru, Karnataka, India

Developing data pipelines for bringing labeled data from source to training in a robust manner
Developing Semi-Automated Quality Check mechanisms based on Deep Learning models for ensuring the quality of labeled data and reduce noise in the labeled data

MLOpsDesign ThinkingRoot Cause AnalysisData Science

Data Scientist

Jan 2021 – Jan 2023 · 2 yrs · Bengaluru, Karnataka, India

Developing Perception features for Static Object Detection to be deployed in L2+ Autonomous Vehicle Systems
Coordinated the summer internship program to research on topics such as domain adaptation, synthetic data generation, label noise reduction, etc.
Developed a lightweight Vulnerable Road User (VRU) detector, trained on the EuroCity Persons (ECP) daytime dataset achieving an LAMR of 0.14 as a oart of 3 member team.
Part of a 6 member team that developed an End-to-End MlOps pipeline for Data Science teams that included dataset selection, data visualization, Experiment tracking, Dataset Versioning and Model Serving using Docker, Flask, Redis, MInio and MLFlow

Data ScienceAnalytical SkillsDeep LearningComputer VisionData Analysis

Adarin engineering technologies pvt. ltd.

Junior Researcher

Aug 2020 – Dec 2020 · 4 mos · Bengaluru, Karnataka, India

Researched and developed solutions for data driven battery life prediction for assisting battery monitoring systems
Used time series analysis and forecasting models to predict future battery life in order to enable predictive maintenance for battery systems

Data ScienceAnalytical SkillsResearch and Development (R&D)Electric VehiclesBatteries

Edgetensor

Research Engineer (I)

Mar 2020 – May 2020 · 2 mos · Bengaluru, Karnataka

Developed a new and improved face keypoint detection model for improving the in-cabin driver monitoring system
Enhanced the robustness of new model by including synthetic data with face masks to tackle the instance with faces having mask.

Tork motors

R&D Engineer

Aug 2019 – Feb 2020 · 6 mos · Pune, Maharashtra, India

Part of the new development initiatives for design of an electric two wheeler power-train system
Initiated research to enable data driven anomaly detection in electric motor to enable predictive maintenance and avoid severe faults.

Reliance industries limited

Summer Intern

May 2018 – Jul 2018 · 2 mos · Jamnagar, Gujarat, India

I worked on improving reliability of the Gulftronic Filtration System at the FCC plant in the Jamnagar Manufacturing Division of Reliance Industries Ltd. The project included study of the operation of the filtration system and suggesting measures to reduce down time and improve efficiency.

Sae collegiate club, iit guwahati

Project Mentor

Apr 2018 – Apr 2019 · 1 yr · IIT Guwahati

IIT Guwahati Racing is a student formula racing team at IIT Guwahati. The job includes supervision of operations and mentoring the design process for successful completion of upcoming projects.

Automobile club, iit guwahati

Secretary

Apr 2017 – Apr 2018 · 1 yr · Technical Board, Student's Gymkhana Council, IIT Guwahati

The Automobile Club of IIT Guwahati comprises of a group of hardworking individuals who share a common passion-automobiles. Our love for the latest technologies and innovations in the realm of automobiles drives us to endeavor to design and fabricate vehicles of our own. We take part in several competitions like SUPRA SAE, SAE Efficycle. Our love for Automobiles also drives us to spread this knowledge and help ignite this passion in others. We organise lectures on Automobiles and their various sub-systems. We also hold workshops to teach softwares such as Solidworks.