When I was 10, I met a shark face-to-face while scuba diving. It was a moment of unexpected bravery and an early lesson in respect for nature's formidable creatures. This encounter set the tone for a life full of curiosity-driven pivots and daring changes. Throughout my undergraduate years, I hopped across three different majors, each shift reflecting a deepening understanding of the world and where I could make my mark.My path took an international turn when I joined the United Nations to advocate for climate change initiatives. Immersed in a global dialogue, I was passionate about making a difference. Yet, over time, I grew disenchanted with the entrenched agency issues characteristic of top-down organizational approaches. In pursuit of a more direct impact, I pivoted to technology—where the pace of innovation matched the urgency of my ambition.Now, I stand at the confluence of AI alignment research and entrepreneurship, bridging theoretical insights with practical action. I’m dedicated to nurturing start-ups that not only thrive in the marketplace but also embody the principles of ethical AI, steering the tremendous force of artificial intelligence towards a future that reflects our highest ideals and aspirations.In every step from the ocean's depths to the entrepreneurial peaks, I carry the lessons of adaptability, courage, and the power of a well-timed pivot.
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Technical Lead (Ai)LenovoChicago, Il, Us -
Ai Research EngineerMotorola Mobility (A Lenovo Company) Jul 2024 - PresentChicago, Illinois, United States@Lenovo MBG 312 LabSynthetic Dataset Generation -> Post-training (SFT + DPO/RLHF) -> Quantization = On-Device Agents (LLM/MLLM + Planning + Memory (RAG) + Tool use) -
Ai Research EngineerLenovo Jul 2024 - PresentOn-device LLM -
Portfolio ManagerHoward Capital Aug 2022 - PresentUnited StatesAUM: $250K+• Achieved a 20% annual ROI using ML-based signal generation model (e.g., Random Forest, SVM)• Analyzed historical stock data from 500+ assets and executed 1,200+ trades over a 12-month period• Employed grid search and genetic algo to optimize 15 hyperparameters, improving the Sharpe Ratio by 20% and reducing the Maximum Drawdown to 10%• Integrated with API, enabling automated trading execution with an average latency of 50 milliseconds
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Graduate Research AssistantUniversity Of Chicago May 2024 - Aug 2024Chicago, Illinois, United States -
Full Stack EngineerStealth Startup Jun 2024 - Jul 2024AI Agent -
Technical Product ManagerRoadrunner Venture Studios Apr 2024 - Jul 2024The premier incubator for building frontier deep tech technology. -
Ai Alignment ResearcherSupervised Program For Alignment Research Mar 2024 - May 2024 -
Product Manager And Data ScientistOrcasound Aug 2023 - Oct 2023Seattle, Washington, United StatesProduct RoadmapVocalization Systems, Fine-tuned DistilBERT -
Investment Banking Summer AnalystGoldman Sachs Jun 2021 - Aug 2021New York, United StatesM&A -
Product ManagerCupixel Inc. Jan 2021 - May 2021Boston, Massachusetts, United States -
AssociateBoston Consulting Group (Bcg) Jan 2020 - Jun 2020Boston, Massachusetts, United StatesDigital Transformation
Howard Cheng Education Details
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Computer Science -
Mathematics And Economics -
Mathematics And Computer Science -
Mathematics -
Mathematics, Statistics, Economics -
Chinese Literature, History, Economics -
High School Diploma
Frequently Asked Questions about Howard Cheng
What company does Howard Cheng work for?
Howard Cheng works for Lenovo
What is Howard Cheng's role at the current company?
Howard Cheng's current role is Technical Lead (AI).
What schools did Howard Cheng attend?
Howard Cheng attended University Of Chicago, Harvard University, Massachusetts Institute Of Technology, Northeastern University, The London School Of Economics And Political Science (Lse), East China Normal University, Crean Lutheran High School (Clhs).
Who are Howard Cheng's colleagues?
Howard Cheng's colleagues are María Fernanda Armas, Vinay Manikanda, Darijan Moro, Douglas Babcock, David Hume, 王小弟, Jonsen Jonsen.
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Howard Cheng
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Howard Cheng
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Howard Cheng
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Howard Cheng
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