Manish Kulariya

Co-Founder

Bengaluru, Karnataka, India8 yrs 2 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Co-Founder of AI-powered news platform NewzTiQ.
Expert in machine learning and computer vision with 9+ years of experience.
Passionate about solving information overload for busy professionals.

Stackforce AI infers this person is a Machine Learning Engineer specializing in AI solutions for Healthcare and Information Management.

Contact

Skills

Core Skills

Machine LearningComputer VisionNatural Language ProcessingData ScienceHealthcare

Other Skills

Action RecognitionActive LearningArtificial Neural NetworksCC++CNNChatbot DevelopmentContinuous Training FrameworkConvolutional Neural Networks (CNN)Cycle DetectionDeep LearningDeep Learning AlgorithmsDeep Neural Networks (DNN)Domain-Specific Data AugmentationECG Signal Processing

About

I spent years watching brilliant professionals (including myself) waste hours daily drowning in news feeds while gaining little real understanding. So I built NewzTiQ. NewzTiQ is an AI-powered news platform that creates personalized digests matched to your available time and interests. No more endless scrolling. No more information anxiety. Just the insights you need, when you need them. As a Machine Learning Engineer with 9+ years of experience, I'm passionate about leveraging data to unlock its potential and drive impactful solutions. My expertise in computer vision and NLP, utilizing deep learning techniques, made me uniquely positioned to solve the information overload crisis plaguing busy professionals. Through my experience working with multiple startups, I've developed a strong ability to translate business needs into actionable data-driven strategies. This is exactly what NewzTiQ does for news consumption. Beyond the technical expertise, I'm fascinated by the ever-evolving field of AI and its potential applications in diverse areas like psychology and agriculture. But right now, I'm laser-focused on helping time-starved professionals reclaim their most valuable asset: attention. If you're tired of feeling overwhelmed by information while staying uninformed, let's connect. I'd love to hear about your news consumption challenges. Currently accepting founding members for early access to NewzTiQ. Try out NewzTiQ: https://app.newztiq.ai/

Experience

8 yrs 2 mos

Total Experience

1 yr 2 mos

Average Tenure

2 yrs

Current Experience

Newztiq

Co-Founder

Jun 2024 – Present · 2 yrs · Bengaluru, Karnataka, India

56 secure

Sr Machine Learning Engineer

Aug 2023 – Mar 2024 · 7 mos · Bengaluru, Karnataka, India · On-site

● Improved object detection model accuracy using advanced techniques such as active learning, knowledge distillation, and targeted domain-specific data augmentations.
● Evaluated and experimented with multiple object detection architectures to enhance model performance.
● Enhanced face recognition model performance through the integration of innovative algorithms and the strategic use of synthetic training datasets.

Object DetectionActive LearningKnowledge DistillationDomain-Specific Data AugmentationFace RecognitionMachine Learning+1

Drishti

Machine Learning Engineer

Nov 2020 – Jan 2023 · 2 yrs 2 mos · Bengaluru, Karnataka, India · Remote

● Successfully deployed cycle detection models for clients, utilizing semi-supervised learning and advanced action recognition models.
● Achieved system optimization and cost efficiency by implementing GPU multiplexing with Nvidia Deepstream.
● Engineered a Continuous Training Framework that autonomously monitors model performance in production, ensuring consistent accuracy and adaptation to new patterns.
● Developed person detection and human pose estimation capabilities using YOLO-POSE, enhancing model precision and reliability.

Cycle DetectionSemi-Supervised LearningAction RecognitionGPU MultiplexingContinuous Training FrameworkYOLO-POSE+2

Healthplix technologies private limited

Data Scientist

Dec 2019 – May 2020 · 5 mos · Bengaluru Area, India

● Developed Handwritten Prescription Recognition system using CNN
● Worked on the Text Cleanup system for free text fields in EMR using pre-trained text
embeddings(Trained on medical data) and Abbreviation detection.

Handwritten Prescription RecognitionCNNText CleanupPre-Trained Text EmbeddingsMachine LearningNatural Language Processing

Artificial learning systems

Data Scientist

Feb 2019 – Nov 2019 · 9 mos · Bengaluru Area, India

● Developed state of the art algorithm for Skin Cancer classification
● Worked on various healthcare problems like Skin Cancer classification, Skin Lesion segmentation, Diabetic Retinopathy detection, and Fundus Image quality assessment for Diabetic Retinopathy.
● Created a chatbot for reliable disease information related to the eye, which can also be used as a pre-screening tool for all eye-related issues.

Skin Cancer ClassificationHealthcare AlgorithmsChatbot DevelopmentMachine LearningData Science

Tricog health

Data Scientist

May 2017 – Dec 2018 · 1 yr 7 mos · Bengaluru, Karnataka, India

● Applied cutting edge deep learning algorithms to solve complex issues in Cardiology
● Developed Myocardial Infarction detection system using CNN, R beat detection in a fixed-length ECG signal
● Critical ECG Measurement Calculation and Paced Beat Detection

Deep Learning AlgorithmsMyocardial Infarction DetectionECG Signal ProcessingMachine LearningHealthcare