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Senior Machine Learning Engineer with 10+ years of experience building and deploying scalable AI systems across computer vision, NLP, generative AI, and MLOps. I've led end-to-end ML projects from real-time edge inference to LLM-powered applications, with a focus on performance, reliability, and impact. My work spans startups and enterprises, including Mashgin, Gensyn, Voyage, and Amazon. Skilled in Python, Go, Kubernetes, TensorRT, DeepSpeed, and cloud infrastructure, I specialize in shipping production-grade AI that solves real-world problems.
I am an interdisciplinary researcher with over 15 years of experience in biomedical informatics, AI, and health data science. My work spans machine learning, natural language processing, and multi-omics integration for clinical and translational research. I have led international teams, published extensively in peer-reviewed journals, and served as an associate editor in top scientific publications. I specialize in developing scalable, data-driven solutions for complex biomedical challenges.
I’m an AI/ML Consultant with 10+ years of experience delivering end-to-end machine learning solutions across sectors like pharma, energy, insurance, and manufacturing. I specialize in building scalable AI systems including GenAI, computer vision, and edge AI using tools like PyTorch, TensorFlow, Azure, and AWS. As Founder of MLGlow, I’ve led diverse AI projects from R&D to production, helping clients solve real-world problems with cutting-edge technologies. I thrive in fast-paced, collaborative environments focused on innovation and impact.
I'm a seasoned software engineer with 5+ years of experience developing data-driven applications and machine learning systems. My background spans both research and production environments, where I've designed and implemented solutions for natural language processing, recommendation systems, and data analysis pipelines. I excel at translating complex requirements into elegant solutions, optimizing performance, and ensuring production reliability. My experience includes working with Python, TensorFlow, PyTorch, and deploying models at scale using cloud services. I'm particularly skilled at fine-tuning models for specific domains and building robust data processing pipelines.
As the Engineering Lead for a San Francisco-based startup, I leverage my expertise as a Full Stack Developer, Large Language Model (LLM) Specialist, and Stable Diffusion Engineer to develop innovative software solutions that drive real-world success. My professional journey includes using Stable Diffusion and LLM to boost marketing automation for restaurants, significantly enhancing cervical cancer detection through advanced diffusion models at the Fraunhofer Institute, and strengthening payment infrastructure at Switch. I hold a Master’s degree in Informatics and Computing Engineering, with deep expertise in Python, Generative AI, Stable Diffusion, LLMs, Linux, and Cloud technologies. My thesis focused on generative AI, further solidifying my foundation in this field. I am passionate abo
Data Analyst/Data Scientist with hands-on experience in data preprocessing, visualization, and machine learning. Skilled in Python and libraries like Pandas, NumPy, Scikit-learn, TensorFlow, Keras, Matplotlib, and Seaborn. Experienced in regression, classification, clustering, recommendation systems, and deep learning. Applied data science across domains including healthcare, fraud detection, and mobile apps. Strong analytical skills, scientific approach, and a background in chemical engineering.
At Techamana, we maintain the highest standards in developer selection. Our Reinforcement Learning experts undergo a comprehensive 4-step vetting process that evaluates technical skills, problem-solving abilities, communication skills, and team and culture fit. Only the top 5% of applicants pass our rigorous screening, ensuring you work with exceptional talent who can deliver outstanding results for your projects.
Rigorous coding challenges and problem-solving tests to evaluate Reinforcement Learning proficiency and best practices.
Thorough examination of past projects and contributions to open-source Reinforcement Learning repositories to assess real- world experience.
Video responses for open-ended questions to assess problem-solving ability, communication skills, and team and culture fitment.
When hiring an RL engineer, prioritize DQN, PPO, or A3C algorithm implementation skills.
Candidates should design Gym environments, balance exploration/exploitation, tune reward functions, and use TensorFlow Agents or Stable Baselines for production readiness.
Industry insights and best practices
Reinforcement learning is a type of machine learning where an agent learns to make decisions by interacting with an environment and receiving rewards or penalties. Modern reinforcement learning utilizes deep learning for complex tasks.
Reinforcement learning is used to train agents to play games, such as chess and Go.
Reinforcement learning is used to train robots to perform complex tasks, such as walking and grasping objects.
Reinforcement learning is used to optimize resource allocation in various applications.
Reinforcement learning is used to build personalized recommendation systems.
Majority of our clients choose to continue working with our talent after their initial project
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