MD Wazid Ansari

MD Wazid Ansari

As a Research Engineer, I am driven by a deep ambition to unravel complex problems, fueled by my insatiable curiosity and logical approach. I thrive on gaining mastery in my field, consistently applying insightful and pragmatic solutions to push the boundaries of what's possible.

Open to

Bangalore · Hyderabad · Gurgaon

Work style

hybrid, onsite, remote

Availability

Available in 60 days

Identity verified by DigiLocker
Contact details — on requestProof of Work — on request

Experience

Novus Hi-Tech

Research Engineer

Novus Hi-Tech · Jul 2024 – Present

Not yet confirmed
N

Research Engineer

Novus Hi-Tech Robotics Systemz · Jul 2023 – Present

Not yet confirmed
  • Developed and deployed production computer-vision models for an ADAS driver-monitoring stack covering inattention, drowsiness, seatbelt, and smoking detection, from model training through on-device inference.
  • Designed and developed a facial landmark detection model, expanding facial landmark prediction from 6 to 68 points; fine-tuned it on Indian-face data and deployed the model using TFLite.
  • Reduced facial landmark model inference latency from 50 ms to 30 ms (~40%) on the target edge device through model and inference optimization.
  • Developed a lightweight ~350K-parameter gaze network combining left/right eye crops, face CNN features, and graph-attention fusion; trained on ETH-XGaze, RT-GENE, and MPIIFaceGaze, achieving ~4-5° mean angular error.
  • Managed ML experimentation and release workflows using MLflow, Docker, CI/CD, and Git, with model validation between training/Keras outputs and deployed board inference.
Novus Hi-Tech

Graduate Engineering Trainee

Novus Hi-Tech · Jul 2023 – Jun 2024

Not yet confirmed
HestaBit

Software Engineer

HestaBit · Oct 2022 – Jan 2023

Not yet confirmed
H

Software Engineer Intern

Hestabit · Oct 2022 – Dec 2022

Not yet confirmed
  • Worked on NVIDIA NeRF for 3D scene reconstruction from 2D images.
  • Developed an OCR-based floor-plan pipeline to extract room dimensions and estimate material requirements.
Growth Guide

Data Analyst Intern

Growth Guide · Dec 2021 – Jun 2022

Not yet confirmed
  • Created many Machine learning based projects for M.tech students.
  • Assisted PHD students in understanding their data and responsible for doing statistical analysis for the proof of their work conclusion.
  • Responsible for creating a data analyst team and assisting them in understanding the clients requirements.
Fibzio

Data Scientist

Fibzio · Nov 2021 – Dec 2021

Not yet confirmed

Skills 0 proven through work

Also works with

Event Planning & OrganizationLine FittingLane DetectionSeatbelt DetectionNeRF Model UsageWork Planning and PrioritizationSoftware Development PracticesResearch MethodologyAI Solution ImplementationLoRA Fine-TuningTool DevelopmentLangGraph Framework UsageLangChain Framework UsageLarge Language Model ConceptsArtificial Intelligence FundamentalsAlgorithm Design & OptimisationImage SegmentationThreshold-Based AnalysisMathematicsObject TrackingClassification ModelingModel Fine-TuningEnergy Consumption OptimizationAI Artifact ComparisonAI Model Optimization3D ModellingLocal Hosting SetupCPU OptimizationHardware OptimizationML Training & Testing PipelinesArithmetic Operations ImplementationConvolutional Neural Network OperationsDeep LearningML Detection Speed OptimizationModel QuantizationTensorFlow Lite ConversionAI Model TestingMachine Learning Model DeploymentModel Training ExecutionImage ProcessingData CollectionProblem SolvingDriver Distraction DetectionHaar Cascade ClassifierComputer Vision ModelingMachine Learning ApplicationDriver Drowsiness Detection System Development

Proof of Work

Proof of Work

MD shares this with people who ask. You'll hear back either way.

Education

B.Tech, Automotive Engineering | Minor: Machine Learning

Delhi Technological University (Formerly DCE) · 2019 — 2023

Contact details

Contact details

MD shares this with people who ask. You'll hear back either way.

What drives their work

The Architect — Builds what holds

The Architect

You meticulously design and refine the underlying structures of complex AI systems.

MD's superpower

You excel at dissecting complex AI architectures and re-engineering them for peak performance and efficiency.

How MD works

You would excel in a team focused on pushing the boundaries of AI model development and system optimization.

Ask about this candidate

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