Himanshu Sharma

AI Researcher

Singapore, Singapore, Singapore11 yrs 4 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Led the creation of millions of POIs for GrabMaps.
Developed a scalable ML platform for semiconductor manufacturing.
Published multiple patents in healthcare technology.

Stackforce AI infers this person is a Data Science and AI expert in Healthcare and SaaS industries.

Contact

sharma.himanshu@outlook.com LinkedIn

Skills

Core Skills

Large Language Models (llm)Natural Language Processing (nlp)Product DevelopmentData ScienceComputer VisionDeep LearningImage ProcessingAnalytical Skills

Other Skills

Client RelationsMLOpsMachine LearningRData AnalysisStatistical ModellingGenerative AI ToolsAnomaly DetectionExplainable AILinear RegressionClusteringImage SegmentationObject DetectionVideo ProcessingDemand Forecasting

Experience

11 yrs 4 mos

Total Experience

2 yrs 10 mos

Average Tenure

4 yrs 4 mos

Current Experience

Grab

Lead Data Scientist, Geo and POI Technology

Jan 2022 – Present · 4 yrs 4 mos · Singapore · On-site

Leading POI (Point of Interest) creation, enrichment and maintenance utilising Grab's proprietary and commodity channels like KartaCam, KartaDashCams and MapYourCity.
Fine-tuned inhouse Multimodal LLM & traditional ML models for Creation, Maintenance and Enrichment of millions of POIs for GrabMaps.
Key Duties: Keeping Grab's POI data fresh, rich, accurate with high coverage
Conducted workshops on fine-tuning LLM and VLM models for Grab's tech team.

Large Language Models (LLM)Natural Language Processing (NLP)

Sixsense

Staff Data Scientist

Jan 2019 – Jan 2022 · 3 yrs · Singapore

Built and managed a high-performing multinational Data Science team from scratch.
Developed a Live Inspection Platform for a leading multinational semiconductor manufacturer, saving significant cost from manufacturing defects. The ML platform is designed to be auto scalable to serve upto 1M requests/day on AWS.
Created a UI-based ML Pipeline, reducing new client POC TAT and improving efficiency.

Client RelationsProduct DevelopmentData Science

Sigtuple

2 roles

Senior Computer Scientist

Jan 2018 – Jan 2019 · 1 yr · Bengaluru Area, India

Led a team in conducting successful clinical trials for go-to-market Sperm Motility and Concentration from microscopic, resulting in groundbreaking research.
Published 3 patents in the US and Worldwide, showcasing expertise in innovation and intellectual property.
Collaborated with cross-functional teams to drive advancements in the field of computer science and healthcare technology.

Computer VisionDeep Learning

Computer Scientist

Jan 2017 – Jan 2018 · 1 yr · Bengaluru Area, India

Developed novel ML models to generate Complete Blood Count parameters (e.g. RBC, WBC, Platelets, etc.) using images from SigTuple-Shonit, an in-house microscope.
Co-authored a research paper presented at the International Symposium on Biomedical Imaging (ISBI), a top-tier conference in biomedical imaging.

Computer VisionImage Processing

Opera solutions

Analytics Specialist

Jan 2015 – Jan 2017 · 2 yrs · Noida Area, India

Developed demand forecasting models for Movie Scheduling Product at Opera Solutions.
Awarded $30,000 for winning OPERA OPEN, 2016 in Jersey City, U.S.
Achieved Best paper Runner-up in Opera Solutions Technical Conference (TACOS), U.S. in 2016.

Analytical SkillsRData Science