6 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
4+ years of experience in Machine Learning Implementation Techniques. Total IT experience 10+ years. Experience in Supervised and Unsupervised Machine Learning including Classification, Data Wrangling, using variety of techniques. Working with skills Data Analysis, Data Science, Machine Learning, Predictive Modeling, and Statistical Modeling, Neural Networks. Experience in Telecom, Manufacturing, Finance ? Mortgage servicing and Health Care. Use cases like Fraud Detection, Customer Segmentation, Face recolonization, recommendation systems. I look forward to leveraging my skills and experience to solve More real-world problems. read more
  • Freelancer:
  • 1,100+ /hr
  • India
Results-driven Business Technology Associate with experience in statistical modelling, back-end programming, relational databases, data analysis and research methodologies. I have successfully designed, developed and supported recommender systems and have an understanding of advanced statistical modelling techniques, automation processes. This has, in fact taught me learning and excelling in new technologies as and when needed. Mathematics and Machine Learning enthusiast. read more
  • Freelancer:
  • 500+ /hr
  • India
We are a young company of enthusiastic & driven individuals, keen to innovate & make a difference in solving real business problems through the application of Artificial Intelligence & Machine Learning. We work with clients across industries & geographies, taking special care to treat each of their business problems uniquely, to help them drive superior business results. read more
  • Freelancer:
  • 2,800+ /hr
  • India
A Computer Engineering Graduate, pursuing to be a Data Scientist. Hands on experience with statistical modeling, data analysis, neural networks using Python with frameworks like TensorFlow, Keras, scikit-learn. Highly motivated in enhancing machine learning skills with good communication and interpersonal skill. read more
  • Freelancer:
  • 100+ /hr
  • India
A bronze medalist on Kaggle (Platform for data science competition) Hands-on experience of 2 years in data science (approx 1 year internship +1year job). Written a research paper under Springer proceedings and a paper for the extended work is under progress. Apart from these, I am a multi-hackathon winner, a certified trainee and was also among the top candidates of some online ML challenges. I have worked in different fields of data science like Computer vision ,Natural language processing ,Forecasting (Bayesian , probabilistic programming) ,anomaly detection . Technology which are added in my skills are Tensorflow ,Keras ,Pytorch ,Pymc3 ,OpenCv ,Scikit -Learn ,Python etc. read more
  • Freelancer:
  • 400+ /hr
  • India