Ankit Gupta

AI Researcher

Singapore, Singapore5 yrs 4 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Developed a deep learning model achieving 90% accuracy.
Designed AI models for business-specific use cases.
Strong foundation in statistical modeling and programming.

Stackforce AI infers this person is a Data Scientist with expertise in Machine Learning and Financial Engineering.

Contact

ankitG97@outlook.com LinkedIn

Skills

Core Skills

Data ScienceMachine Learning

Other Skills

AWSAdvanced Risk ManagementAlgorithmsAmazon Web Services (AWS)Analytical SkillsArtificial Intelligence (AI)Attention to DetailBloombergBusiness AnalysisC++Commodity MarketsCommunicationComputer ScienceComputer VisionData Analysis

About

- Analysed and researched trade information to understand trading strategies, risk exposures, and performance drivers. -Developed large language model applications to solve quant tasks at a leading hedge fund. -MSc Financial Engineering candidate at Nanyang Technological University, in partnership with Carnegie Mellon University, USA. - Designed and deployed AI models tailored to business-specific use cases in sophisticated cloud architectures such as AWS in over 4+ years of professional experience in the fields of Machine Learning and Deep Learning. - Experience in large data retrieval, filtering, and manipulation process using SQL and Python. - Possess strong foundation in mathematical and statistical modeling, complemented by proficient programming skills. Skills: Statistics, Probability, Machine Learning, Python, SQL, Macroeconomics, Stochastic Calculus, Time Series Analysis, AWS

Experience

5 yrs 4 mos

Total Experience

1 yr 6 mos

Average Tenure

8 mos

Current Experience

Dymon asia capital

2 roles

Analyst, Discretionary Macro

Promoted

Oct 2025 – Present · 8 mos · On-site

Analyzed and researched trade information to understand trading strategies, risk exposures, and performance drivers.

AI Researcher

Aug 2025 – Oct 2025 · 2 mos · On-site

Oneassist consumer solutions

Data Scientist

Sep 2021 – May 2024 · 2 yrs 8 mos

Collaborated with tech leads to identify and redefine business problems, integrating business development strategies into a technical roadmap and implementing solutions accordingly.
Conducted exploratory data analysis (EDA) and statistical analysis using python on raw data, extracted using SQL.
Implemented a prediction model leverage deep learning neural networks to predict number of service requests raised in a
particular location for specific issues, achieving 90% accuracy, maintaining customer experience and optimizing costs.
Deployed complete pipeline leveraging cloud solutions such as AWS.

PythonSQLDeep LearningData AnalysisAWSData Science+1

Ibm

2 roles

Data Scientist

Sep 2020 – Sep 2021 · 1 yr

Automated extraction of relevant data from invoices and organized it into workable Excel sheets using computer vision.
Applied statistical modelling techniques to fine-tune predictive algorithms and improve system performance.

Computer VisionStatistical ModellingData ExtractionData ScienceMachine Learning

Data Scientist

Jan 2020 – Jun 2020 · 5 mos

Customized a deep learning model for detecting and alerting unsafe driving behaviors, designed for use in low-spec
vehicles.
Optimized performance by 30%, maintaining accuracy between 85% and 90%.

Deep LearningModel OptimizationMachine LearningData Science

Center for innovation, incubation and entrepreneurship (ciie)

Student Coordinator

Aug 2018 – Aug 2019 · 1 yr

1. Lead NU Ecell with 5 core teams and 25+ members
2. Successfully incubated 10+ startups.
3. Organized startup oriented events and government collaborated entrepreneurship marathon in NU where startups selected were eligible to get 5 lakhs+ funding.