Howard Cheng

Howard Cheng Email and Phone Number

Technical Lead (AI) @ Lenovo
Chicago, IL, US
Howard Cheng's Location
Chicago, Illinois, United States, United States
About Howard Cheng

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.

Howard Cheng's Current Company Details
Lenovo

Lenovo

View
Technical Lead (AI)
Chicago, IL, US
Website:
lenovo.com
Employees:
45134
Howard Cheng Work Experience Details
  • Lenovo
    Technical Lead (Ai)
    Lenovo
    Chicago, Il, Us
  • Motorola Mobility (A Lenovo Company)
    Ai Research Engineer
    Motorola Mobility (A Lenovo Company) Jul 2024 - Present
    Chicago, 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)
  • Lenovo
    Ai Research Engineer
    Lenovo Jul 2024 - Present
    On-device LLM
  • Howard Capital
    Portfolio Manager
    Howard Capital Aug 2022 - Present
    United States
    AUM: $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
  • University Of Chicago
    Graduate Research Assistant
    University Of Chicago May 2024 - Aug 2024
    Chicago, Illinois, United States
  • Stealth Startup
    Full Stack Engineer
    Stealth Startup Jun 2024 - Jul 2024
    AI Agent
  • Roadrunner Venture Studios
    Technical Product Manager
    Roadrunner Venture Studios Apr 2024 - Jul 2024
    The premier incubator for building frontier deep tech technology.
  • Supervised Program For Alignment Research
    Ai Alignment Researcher
    Supervised Program For Alignment Research Mar 2024 - May 2024
  • Orcasound
    Product Manager And Data Scientist
    Orcasound Aug 2023 - Oct 2023
    Seattle, Washington, United States
    Product RoadmapVocalization Systems, Fine-tuned DistilBERT
  • Goldman Sachs
    Investment Banking Summer Analyst
    Goldman Sachs Jun 2021 - Aug 2021
    New York, United States
    M&A
  • Cupixel Inc.
    Product Manager
    Cupixel Inc. Jan 2021 - May 2021
    Boston, Massachusetts, United States
  • Boston Consulting Group (Bcg)
    Associate
    Boston Consulting Group (Bcg) Jan 2020 - Jun 2020
    Boston, Massachusetts, United States
    Digital Transformation

Howard Cheng Education Details

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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