3 Freelancers Found
You have a business [problem]. I can solve by applying science & engineering on [data] Short Bio ======= Be extremely clear with your requirements and 5Es are sufficient to shortlist a service provider. Rest are stories. EDUCATION: [Indian Institute of Technology, IIT] - One of the top technical universities worldwide...Rank 1 in Asia EXPERIENCE: [15 Years] - Hands-on experience working on challenging problems on data-to-decision...Analyst, Architect, Engineer, Researcher, Consultant EXPERTISE: [Machine Learning & AI] - Problem solving through data, science & engineering...Distributed Computing, Deep Learning, Business Intelligence EXPOSURE: [45 Clients] - Closely worked with large customers from eight countries... Retail, Banking, Insurance, Healthcare, Automobile, Media EMPATHY: [Customer Delight] - Aggregated 4.75/5 rating by customers served...Dedication, Commitment, Delivery Seeing is Believing...I can demo Pranav is a data-to-decision person helping enterprise, small business, and startups solving their business problems at scale. Graduate from Indian Institute of Technology, IIT Guwhati, carries 15 years of significant experience working on data engineering, data science, data visualization and artificial intelligence. Pranav had been associated with esteemed businesses including Invitation Homes, Kaiser Permanente, Zurich Financial Services, Hughes Depot Supply, Boeing, Nielsen, Adap TV, Ecolab, CNA Financial, LiveGlam to name very few in list. SPECIALTY --------------- [UNSTRUCTURED DATA] 1. Video Analytics - Object Detection - Object Tracking - Object Removal - Object Generation - Motion Detection - Pose Estimation - Facial Recognition 2. Image Analytics - Image Classification - Image Detection - Image Localization - Image Segmentation - Image Search - Image Similarity - Image Synthesis - Image Reconstruction - Style Transfer - Scene Recognition - Computer Vision 3. Audio Analytics - Audio Classification - Audio Fingerprinting - Audio Segmentation - Voice Recognition - Voice Search - Voice Emotion - Onset Detection 4. Text Analytics - Text Classification - Text Clustering - Text Mining - Language Processing - Language Understanding - Language Generation - Language Interaction - Language Query - Language Search - Document Summarization - Question Answering - Entity Resolution - Information Retrieval - Information Extraction - Machine Translation - Emotion Analytics - Conversational AI [STRUCTURED DATA] 5. Predictive Analytics - Classification (binary, multi-label, multi-class) - Regression (linear, bayesian, boosted trees) - Clustering (centroid, distribution, connectivity, density, subspace) - Ensemble Learning (bagging, boosting, voting) - Forecasting (seasonality, trend, time series) 6. Prescriptive Analytics - Association - Recommendation - Similarity 7. Descriptive Analytics - Reports - Dashboards - Dossiers - KPIs - Metrics 8. Exploratory Analytics - Univariate - Multivariate - Plots - Missing Values - Outliers - Class Imbalance - Feature Engineering 9. Optimization - Continuous - Discrete - Combinatorial - Variational 10. Pre-Processing - Ingestion - Definition - Transformations - Enrichment - Cleaning - Resolution - Harmonization - Language Processing - Image Processing - Audio Processing BEEN THERE, DONE THAT -------------------------------- Approaches ```````````` Learning ? Supervised ? Semi-Supervised ? Unsupervised ? Reinforcement Computational ? Matrix Factorization ? Map Reduce Algorithms ``````````` - Convolutional Neural Networks (CNNs) - Recurrent Neural Networks (RNNs) - Long Short Term Memory (LSTMs) - Gated Recurrent Unit (GRUs) - Seq2Seq Models - Encoder Decoder - Deep Boltzmann Machines (DBMs) - Deep Belief Network (DBNs) - Multi Layered Perceptron (MLPs) - Generative Adversarial Network (GANs) - Deep Q Learning (DQNs) Architectures `````````````` - VGGNet - Inception V3 - ImageNet - AlexNet - ResNet - DenseNet - U-Net - Darknet Frameworks ````````````` - TensorFlow - Keras - PyTorch - Caffe - YOLO V2 - OpenCV - MobileNet - Deeplabv3 - Librosa Libraries ````````` - NumPy - Pandas - Matplotlib - StatsModels - Scikit-learn - PySpark Presentation ````````````` - PowerBI Feedback ========= I worked with 45+ global clients for last 15 years and received an overall 4.75/5 rating (weighted average) Communication ============= Possess excellent English skills. read more
  • Freelancer:
  • 3,500+ /hr
  • India
I am an enthusiastic learner who likes to research, explore and solve challenging problems. I have 6 years of experience in time-series analytics, predictive modeling, representation learning. deep learning, machine learning, and statistical learning. I have worked on several real-world problems like demand forecasting, anomaly detection, load monitoring, etc. I look forward to leveraging my skills and experience to solve real-world problems. read more
  • Freelancer:
  • 3,000+ /hr
  • India
Recently graduated from Delhi College of Engineering(now DTU) ,looking for Software Development, Data Analytics ,Data Analyst and Data Science roles as associate or entry level jobs. Internship: Splashmath(StudyPad): Software Development Intern -- worked on content-side development and type development with major of work involved in frontend part of web. SELF-TAUGHT: --developed web scraping script that could extract the number of new products launched by client on regular basis using selenium module. -- A folder segregation script, that can make a folder containing the files with same skq-id with identifying itself. -- build a pipeline backend script that could break images(psd) into(png/jpeg) format and vice-versa after deep learning models trained on those models. ACADEMIC PROJECTS -- Defect Prediction: developed a ML model which uses ensemble of different classifiers for defect prediction in software . -- Webcam Based Gaze Detection: developed a model that detect the eye gaze over the screen using HAAR cascade classifier in OpenCV module -- Log Anamoly Detection: developed a statistical ML model which detects the source of scrapping from production log data of the firm. read more
  • Freelancer:
  • 600+ /hr
  • India