Saatvik Maheshwari

Business Analyst

Mumbai, Maharashtra, India0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in quantitative research and machine learning.
Proven track record in developing trading strategies.
Skilled in 3D computer vision and data science projects.

Stackforce AI infers this person is a Data Science and Finance expert with strong capabilities in 3D Computer Vision.

Contact

Skills

Core Skills

Quantitative ResearchMachine Learning3d Computer VisionData Science

Other Skills

3D Avatar Reconstruction3D Mesh Reconstruction3D Representation3D Synthetic DatasetAggregation PipelinesApplied ResearchArtificial Intelligence (AI)Cash FlowData RepositoriesDeep LearningExploratory Data AnalysisImage ProcessingMathematical SolversMongoDBNonprofit Organizations

Experience

Tara capital partners india pvt ltd

Quantitative Researcher

Aug 2024 – Present · 1 yr 7 mos · Mumbai, Maharashtra, India · On-site

Developed the Portfolio Optimization system based on multiple linear and nonlinear constraints using complex mathematical solvers.
Highly optimized and scalable daily trading strategy development in APAC markets.
Building extensively modularized pipelines for strategy back testing.
Strategising systematic hedging for long-only exposures.
Leading AI and DL research for investable strategies in the Asian markets.
Centralising data repositories and eliminating redundant tasks in the trading dashboards

Portfolio OptimizationMathematical SolversTrading Strategy DevelopmentData RepositoriesQuantitative ResearchMachine Learning

Samsung r&d institute india

Research Intern

Jan 2024 – Jul 2024 · 6 mos · Bengaluru, Karnataka, India · Hybrid

Working under the Immersive XR/3D Object Perception team in the field of 3D Avatar Reconstruction by leveraging the latest 3D representation and rendering methods.

3D Avatar Reconstruction3D RepresentationRendering Methods3D Computer Vision

Coto

Data Science Intern

Jun 2023 – Aug 2023 · 2 mos · Remote · Remote

Recommendation Team - Develop aggregation pipelines for various scores like - Featured Users, Community Engagement, Trending Posts, Trending Communities using MongoDB and Pandas. Optimising these pipelines from running at 17 minutes to 6 seconds
Developed a DAG pipeline with Pinecone & Airflow to use OpenAI tagging models to tag user properties for a successful and appropriate community recommendation for a new user on the platform

Aggregation PipelinesMongoDBPandasData Science

Samsung r&d institute india

PRISM

Nov 2022 – May 2023 · 6 mos · Remote

Developing a semi-automated technology pipeline to create a 3D synthetic dataset.
Plane Surface Detection, Segmentation and HV Plane Classification.
3D mesh reconstruction of object(s) in single camera view 2D images.
Alpha Blending and Collision detection using OpenCV to render multiple 3D mesh objects at randomly sampled 9DOF on the segmented plane surfaces.
Our Team was awarded with the excellence certificate for successful completion of the project.

3D Synthetic DatasetPlane Surface Detection3D Mesh Reconstruction3D Computer Vision

Deeptek

Data Science Intern

Aug 2022 – Nov 2022 · 3 mos · Pune, Maharashtra, India · Remote

- Developing various model combinations using Tensorflow Advanced Segmentation Models trained on more than 30000 X-Rays & evaluating on more than 6000 of them affected/not-affected with Pneumonia and accurate classification and segmentation of pneumonia.

TensorFlowSegmentation ModelsData Science