Hire the best Machine Learning Engineers in Cambridge, MA
Check out Machine Learning Engineers in Cambridge, MA with the skills you need for your next job.
- $250 hourly
- 4.6/5
- (83 jobs)
BACKGROUND - Harvard & MIT trained Statistician and Machine Learning (ML) Scientist with particular expertise in Quantitative Finance, Natural Language Processing (NLP), and Causal Inference/Causal AI, with 10+ years experience. - Currently Principal Applied Data Scientist at The Cambridge Group (TCG) leading end-to-end (inception to production) DL and Causal Inference projects for Fortune 100 clients in tech, retail, and e-commerce. Clients include: - Levi Strauss & Co - Shutterfly LLC - Coca-Cola Company - Teaching @ Stanford including XCS234: Reinforcement Learning, XCS224W: ML over Graphs & Networks, and XCS221: Artificial Intelligence - Former Chief Data Scientist in the Quantitative Finance and Venture Capital/Private Equity spaces (AIMatters & BuildGroup), leading design and building of Deep Learning, Natural Language Processing (NLP), and Reinforcement Learning systems for identification of investment opportunities & ML-built ETF (Exchange Traded Fund) - Former Research Fellow at Harvard University, and former Adjunct Faculty in Statistics at MCPHS University - Trained in state-of-the-art Causal Inference techniques by pioneering Harvard faculty with expertise in G-Methods (i.e. G-formula, G-Estimation, etc), Doubly-Robust Estimation, Causal Discovery, Targeted Maximum Likelihood Estimation (TMLE), Double Machine Learning My research interests lie at the intersection of Quantitative Finance, NLP, Experimentation, Causal Inference, and Deep Learning. I’m trained in state-of-the-art Causal Inference techniques by pioneering Harvard faculty, and am a proponent of G-Methods (i.e. G-formula, G-Estimation, etc) and Doubly-Robust Estimation techniques. I have deep interests in specialized techniques for leveraging non-Donsker class ML estimators for Causal Inference, including Targeted Maximum Likelihood Estimation (TMLE) and Double Machine Learning (DML). I’m also interested in the connections of these topics to more “traditional” areas of Deep Learning, including Natural Language Processing, Reinforcement Learning, and Knowledge Discovery over Probabilistic Graphical Models. MACHINE LEARNING / DEEP LEARNING EXPERTISE: - Deep Learning (ConvNet, RNN, LSTM, Transformer, etc) - “Traditional” Machine Learning (Random Forests, Gradient Boosting, SVMs, Stacked Ensembles, etc) - Natural Language Processing (NLP) - Computer Vision - Reinforcement Learning - Generative Learning - Probabilistic Graphical Models - Graphical/Network Machine Learning - Recommender Systems - Interpretable AI - ML + Causal Inference (TMLE, Double Machine Learning) STATISTICS EXPERTISE: - Mathematical Statistics - Stochastic Processes - Statistical Learning Theory - Bayesian Inference (Parametric & Nonparametric) - Survival Methods - Advanced Study Designs (Observation, Case-Control, etc) - Experimentation (A/B testing, Multi-Armed Bandits, Adaptive Trial Design, etc) - Causal Inference Methods (G-methods, Propensity Score methods, IV estimators, etc) SOFTWARE/PROGRAMMING STACK: - Scientific Computing: Python (NumPy, Pandas, Scikit-learn, Matplotlib, etc), R, C++, MATLAB, STATA, SAS - DL frameworks & Optimizers: PyTorch, TensorFlow, Optuna, Hyperopt - Distributed Computing: PySpark, MLlib (exposure to native Spark w/ Scala, & Hadoop) - SQL: MySQL, Microsoft SQL Server - Production: Docker, Flask, Airflow, MLflow, Git, CircleCI - Cloud: Amazon AWS (exposure to Microsoft Azure and Google GCP)Machine Learning
StatisticsApache HadoopBig DataSQLData ScienceRMATLABC++Python - $150 hourly
- 5.0/5
- (6 jobs)
Hi, I'm Peter! 👋 I specialize in AI Development, Dashboard Automation, and Cyber Security. With a Ph.D. in AI-focused Computer Science, I offer expertise in deep learning and GPT models, efficient data visualization on Power BI/Automate/Data Entry, and security application development (SIEM, SOAR, EDR). Let's collaborate to create innovative and effective solutions for your needs!Machine Learning
Artificial IntelligenceDashboardSecurity Operation CenterReinforcement LearningPython - $250 hourly
- 5.0/5
- (22 jobs)
CTO & Co-founder of AI startup. AI Expert with +12 years experience in Machine Learning, Computer Vision,LLM. MIT Research Affiliate. PhD in AI/ML/Computer Vision . 3 US Patents. 12 research papers. I have built 7 AI products from ideation till they are licensed by fortune 500 companies. Building and managing AI top notch engineering team. Startup builder with experience in fundraising and product visionary Raised several millions or my startup and helped others to raise NSF NIH Grant winner as Principal Investigator.Machine Learning
3D ScanningAgile Software DevelopmentManagement SkillsAugmented RealityProduct ManagementArtificial Neural NetworkImage ProcessingComputer VisionDeep LearningNatural Language ProcessingData Science - $85 hourly
- 0.0/5
- (3 jobs)
Cancer Genomics -- Single Cell genomics for Lung Cancer Organoids Models -- Variant Calling from WES and WGS from cancer patients -- Developing bioinformatics pipeline for low-frequency variant calling for circulating cell-free DNA Microbial genomics: -- Retroviral sequence analysis using RNA-seq from Multiple Sclerosis brain tissues. -- Microbial sequence detection from brain tissues from Multiple Sclerosis and other demyelinating disease. -- Design, execution, and interpretation of expression studies (RNA- seq) from human brain tissues. -- Developed a molecular diagnostic test for differential Aspergillus Fungal species detection from clinical & Agricultural samples (US patent). -- Bioinformatics analysis (phylogeny and protein modeling) of Polyketide synthases enzyme for secondary metabolite exploration in Aspergillus species. -- Experience with the generation of fungal knock-outs and exploration of secondary metabolites from fungal species.Machine Learning
GenomicsGenomic Data AnalysisPython - $70 hourly
- 5.0/5
- (5 jobs)
Hello! I graduated from Carnegie Mellon in 2023 with a bachelors in Computational Physics and a minor in Creative Writing. I am currently a full-time software engineer and I have many years of experience with computational methods and computer science though both my courses and internships. I have been working with and teaching python projects for 3+ years. I have extensive experience working with data in python and am comfortable working with large datasets. I deliver excellent quality deliverables and I would love to be a part of your next project! I am experienced in: - Python technical writing - Python scripting and automation - Data analysis and visualization - Machine Learning - Documentation Tools: Jupyter Notebook, Pandas, Numpy, Scikit-Learn, Matplotlib, LaTeXMachine Learning
CUnix ShellComputer ScienceOpenMPData AnalysisGPUTechnical WritingLaTeXData SciencePythonNumPypandasMATLABMachine Learning Model - $40 hourly
- 4.7/5
- (2 jobs)
I am a Software Engineer with strong fundamentals in data science, web and mobile application development, data management systems, cybersecurity, and applied machine learning looking to leverage my expertise and passion looking to craft inventive solutions that drive positive change.Machine Learning
Hyperparameter TuningFeature EngineeringData AnalysisProject ManagementNodeJS FrameworkJavaScriptFull-Stack DevelopmentData ScienceMongoDBPostgreSQLMySQLJavaPythonBack-End Development - $40 hourly
- 0.0/5
- (1 job)
I'm a AI developer experienced in Text to speech(TTS), voice clone. If you are looking for a voice clone solution or TTS solution, I can help. I'm familiar with Tacatron2, Transfomer, fastspeech, VITS, xtts.Machine Learning
Artificial IntelligenceMachine Learning Model - $86 hourly
- 0.0/5
- (0 jobs)
I'm a researcher interested in developing deep learning AI and building ethical, fair, robust, and explainable frameworks, as well as systems and applications of AI for social good. Knowing that deep learning, when paired with topics such as medical imaging, can significantly increase the accessibility of preventive medical care for disadvantaged communities serves as just one example of the transformative power that industry research solutions can have on all of us. I want to be a part of that future and help shape the AI/ML capability we'll have in the future. Skills: * Python, HTML, React * Experience with end-to-end ML pipelines including data preparation Professional Memberships: * Latinx in AI Member * SHPE Member Distinctions & Awards: * GEM Graduate FellowhipMachine Learning
Data AnalysisMachine Learning ModelArtificial Intelligence - $350 hourly
- 0.0/5
- (0 jobs)
I am a machine learning engineer with experience in big tech. I can work on end-to-end build machine-learning projects.Machine Learning
Data MiningData AnalysisMachine Learning ModelArtificial Intelligence - $45 hourly
- 0.0/5
- (0 jobs)
I'm a software developer that specializes in computational biology, but have general expertise in both machine learning and statistical modeling and experience with many data modalities (from tabular to image & video). I apply the skills I have learned in applied computational biology to other tasks (including web parsing, website design and 3D visualization) as a hobby programmer as well. If you're looking to parse, process or answer specific questions with a dataset, I will try my best to help! I additionally have experience in designing resumes and websites. Highly proficient with: Python, PyTorch, LaTeX, HTMLMachine Learning
DatabaseGraph Neural NetworkTopic ModelingPython3D ModelingImage ProcessingData VisualizationWebsite BuilderData MiningArtificial IntelligenceData Analysis - $70 hourly
- 0.0/5
- (0 jobs)
I'm an expert in cloud infrastructure, machine learning and web application development. I am experienced in building cloud applications for small SaaS startups.Machine Learning
PythonBack-End DevelopmentKubernetesPyTorchWeb DevelopmentWeb ApplicationProduct DevelopmentArtificial Intelligence Want to browse more freelancers?
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