Engineering intelligence for high-performance edge computing.
I design computer vision models, spatiotemporal CCTV analysis grids, fine-tuned large language models, and enterprise knowledge indexing graphs (RAG). By focusing on serverless deployments and in-browser sandboxed processing, I build applications that are secure, private, and blisteringly fast.
// Diagnostic Report
Location: Gurugram, India (IST)
Active Node: Radiansys Inc.
Primary Core: AI & Computer Vision Pipelines
Active Pipelines: Running [100% OK]
> sahil.get_contact_info()
■ sahilsingh82738235@gmail.com
■ +91-7505085844
Flagship Product
InstaFuture.in — Unified Ecosystem
A production-grade utility suite engineered to handle high-volume file compilations, text rephrasing, and local development tools directly inside serverless edge runtimes.
PDF Tools Page
PDF Tools Page
High-trust PDF flows for merge, sign, watermark, split, and conversion with a real desktop workspace feel.
AI Tools Page
AI Tools Page
AI workflows for summarizing, rewriting, and polishing text with direct, task-focused premium interactions.
Utilities Page
Utilities Page
Sandboxed compiler executions for Python and web previews, built to feel fast, visual, and approachable.
Data Tools Page
Data Tools Page
Structured data workflows for JSON and CSV schemas wrapped in responsive interaction designs.
Work Experience
AI Engineer
Radiansys Inc. ↗- ▹Developed real-time computer vision pipelines for face detection, object detection, person tracking, and recognition using OpenCV and YOLOv26-based models.
- ▹Built AI-powered sports highlight generation systems using event detection, video analytics, and multimodal video understanding techniques.
- ▹Fine-tuned and evaluated multimodal and large language models (LLMs) including Qwen for domain-specific AI applications.
- ▹Implemented scalable AI inference workflows, REST APIs, and backend microservices using FastAPI, Docker, and AWS (Lambda, S3, SNS).
- ▹Worked on deep learning optimization and deployment pipelines for production AI systems.
Machine Learning Engineer
Nexority ↗- ▹Developed machine learning models for predictive analytics and classification tasks.
- ▹Performed feature engineering, exploratory data analysis, preprocessing, and model evaluation using Pandas, NumPy, and SQL databases.
- ▹Contributed to deployment and optimization workflows for ML-based business solutions.
- ▹Collaborated with teams to improve data-driven decision-making systems.
Data Science Intern
KultureHire ↗- ▹Worked on real-world data analysis and machine learning projects using Python, SQL, Excel, and Power BI.
- ▹Performed data cleaning, preprocessing, exploratory data analysis (EDA), and statistical analysis to derive actionable insights.
- ▹Built interactive dashboards and visual reports in Power BI to support data-driven decision-making.
- ▹Applied feature engineering and statistical modeling techniques on public domain datasets for predictive analytics tasks.
- ▹Gained hands-on experience in predictive workflows using Pandas, NumPy, MySQL, and modern visualization libraries.
Selected Works
A showcase of machine learning pipelines, RAG engines, video trackers, and neural network applications. Open any card to launch a larger workspace with live simulations, controls, and project-specific interactions.
AI Sports Highlight Generation
AI Sports Highlight Generation
An automated AI pipeline that processes full sports footage, detects highlights using multi-modal analysis, and generates clips.
Speaker-Aware Portrait Reframer
Speaker-Aware Portrait Reframer
An AI video cropping pipeline converting landscape footage into mobile aspect ratios by tracking active speakers.
Enterprise Knowledge Assistant (RAG)
Enterprise Knowledge Assistant (RAG)
A secure Retrieval-Augmented Generation assistant indexing SOPs and docs with source-grounded conversational citations.
Domain-Specific SQL Assistant
Domain-Specific SQL Assistant
A fine-tuned LLM translating natural language queries to database queries with robust schema validations.
Smart AI Search Tool for Free Courses
Smart AI Search Tool for Free Courses
An NLP-powered semantic search engine utilizing custom embeddings and vector distance calculations to rank and query Analytics Vidhya datasets.
TransLogi Delivery Route Optimization
TransLogi Delivery Route Optimization
A comprehensive logistics system integrating predictive analytics, multi-vehicle route optimization, and real-time monitoring dashboards.
Publications & Anomaly Research
Comparative Analysis of Suspicious Activity Detection Techniques in Surveillance Videos
- ▹In this study, we explore and evaluate various cutting-edge approaches to automated anomaly detection in surveillance videos — including CNN-based models, spatiotemporal autoencoders, and transfer learning techniques.
- ▹With public safety becoming increasingly reliant on real-time monitoring, we identify methods offering the optimal balance of accuracy, computational efficiency, and practical real-world deployment.
- ▹DOI: 10.1109/ICDT63985.2025.1098638
Metrics & Achievements
Active Pipeline Engineering
Architected & Deployed
Product + AI Delivery
2nd Rank in Data Science Hackathon
Secured 2nd rank among 100+ competitors at Sharda University, solving predictive modeling and feature extraction pipelines.
Published IEEE Research Paper
Authored and published computer vision research on anomaly detection in CCTV networks at IEEE ICDT 2025 conference.
Merit-Based Scholarship Recipient
Awarded prestigious academic scholarship twice by Sharda University for top academic standing and GPA of 8.08/10.
Technical Expertise
Programming
Generative AI
Computer Vision
AI / ML Frameworks
Backend & Cloud
Data & Tools
Certifications Vault
Generative AI with Large Language Models
ID: VR3ZL6II1KGI
Skills Gained
Generative AI Tools, Large Language Modeling, RAG, Prompt Engineering, Fine-Tuning
SQL for Data Science
ID: YRRTQUFDKK99
Skills Gained
Data Analysis, SQLite, SQL, Data Formatting
Data Analyst Associate
ID: DAA0019119697492
Skills Gained
Data Visualization, Analytical Skills, Data Cleaning, Exploratory Analysis
SQL (Intermediate) Certificate
ID: 72d70c5a4110
Skills Gained
Problem Solving, SQL Query Optimization, Complex Joins, Subqueries
BCG - Data Science Job Simulation
ID: EssdLw7NEqtrtrtYY
Skills Gained
Time Management, Linear Regression, Feature Engineering, Business Strategy, Modeling
Probability and Statistics: To p or not to p?
ID: PVZPKYSUFMLV
Skills Gained
Applied Mathematics, Probability, Hypothesis Testing, Statistical Analysis
Generative AI: Elevate Your Data Science Career
ID: 5XVP7RT26RNU
Skills Gained
Fine Tuning, Large Language Models (LLM), Generative AI Productivity
Business Analytics with Excel: Elementary to Advanced
ID: ML5P6DCEASQF
Skills Gained
Business Decision Making, Spreadsheets, Excel Modeling, Decision Analytics
Google Data Analytics Professional Certificate
ID: FRYF2NHRR7BG
Skills Gained
Data Cleaning, SQL, R Programming, Data Visualization, Problem Solving
Blockchain Basics
ID: 8fab764bb040384b5b3a6e40a14df96b
Skills Gained
Algorithms, Problem Solving, Distributed Ledgers, Cryptography Basics
Python for Data Science and Machine Learning Bootcamp
ID: UC-b1f5f0e4-f8e5-44e3-b3e5-af83f2931ced
Skills Gained
Python (Programming Language), Data Science, Pandas, NumPy, Scikit-Learn
Machine Learning Professional Certificate
ID: RapidMiner-9892
Skills Gained
Fine Tuning, Large Language Models (LLM), Predictive Analytics, Modeling
Education
Bachelor of Technology (B.Tech) – Computer Science (Data Science)
Sharda University, Greater Noida
Specialized curriculum in advanced statistical models, deep neural networks, computer vision grids, and database query architecture.
Visual Playground
Step into the sandbox. Tap any bubble in the interactive physics field to experience its generative workflow. Floating nodes represent active models, RAG vector spaces, and in-browser utilities.
Bubble Title
Detailed description of the tool or project simulator goes here.
Contact Terminal
Direct Connections
Reach out directly via secure voice/mail channels or review full codebases on GitHub.