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A machine learning researcher with expertise in deep learning, time series analysis, and generative AI. Experienced in building and deploying scalable AI applications on AWS, from prototype to production, with a focus on responsible AI and security. Proficient in translating complex research into reliable, high-performance software solutions.
Skills
Experience
Software Engineering Fellow — Headstarter AI
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Designed and deployed five full-stack AI applications using agile methodologies, scaling prototypes to production with measurable UX and latency improvements.
Machine Learning / AI Engineering Intern — Xuno
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Engineered deep learning models for time series analysis and optimized scalable market analysis tools on AWS to improve data processing efficiency.
Warburg Pincus Fellow — Wharton Academy
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Participated in a competitive corporate finance program, applying valuation methodologies and modeling intuition to frame machine learning problems for banking technology.
Product Management & Software Engineering Intern — Equity Bridge Nepal
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Architected interactive dashboards and enhanced user matching algorithms, resulting in a 50% increase in successful scholarship allocations.
Quantum Computing Research Scholar — OneQuantum
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Conducted research on quantum algorithms and co-authored a peer-reviewed paper on cryptography applications of quantum computing.
Featured projects
Bhanu (Uunchai)
NLP · Generative AI · OCR · Transformers
Developed an NLP-driven generative AI tool to archive and translate regional Nepali folk stories using Transformer-based models.
Covid Resources Nepal
Web Development · Data Ingestion
Built a web platform for real-time hospital resource tracking that raised $20,000 and assisted over 900 families.
Education
Franklin & Marshall College — Bachelor of Science, Computer Science
Binayak Jha lists Agile Development, AI Product Development, Algorithmic Solutions, Apache Airflow, API Design, AWS, C, C++, Data Analysis, Deep Learning, Django, Docker, FastAPI, Financial Modeling, Generative AI, Git, Groq API, HTML/CSS, Hugging Face Transformers, Java, JavaScript, Kubernetes, LangChain, MLflow, MySQL, Next.js, OpenAI API, Pinecone, PostgreSQL, Python, PyTorch, React.js, Redis, Responsible AI, scikit-learn, Security in AI, SQL, Statistical Models, Stripe API, TensorFlow, Terraform, Time-Series Forecasting, Weights & Biases, XGBoost as professional skills.
Binayak Jha has experience in Software Engineering Fellow, Machine Learning / AI Engineering Intern, Warburg Pincus Fellow, Product Management & Software Engineering Intern, Quantum Computing Research Scholar across organizations including Headstarter AI, Xuno, Wharton Academy, Equity Bridge Nepal, OneQuantum.
Binayak Jha is Machine Learning Researcher and AI Engineer, 4 years of experience, with expertise in Agile Development, AI Product Development, Algorithmic Solutions, Apache Airflow, API Design, AWS, C, C++, Data Analysis, Deep Learning, Django, Docker.
Relevant searches: Machine Learning Researcher and AI Engineer · Python Java JavaScript
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