Available to hire
I am a Full-Stack Software Developer and ML Engineer with experience building scalable AI systems, data pipelines, and web platforms. I specialize in cloud infrastructure, performance optimization, and large-scale data processing. I have achieved up to 40% faster inference and 30% lower API latency. I enjoy turning complex data problems into reliable software solutions and collaborating across multidisciplinary teams to ship impactful products.
I’ve led end-to-end projects at startups and labs, designed and deployed cloud architectures on AWS, built 150+ APIs with sub-100ms latency, and delivered monitoring and automation to streamline operations. I thrive in cross-functional environments and am passionate about applying software to real-world problems.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Language
English
Fluent
Gujarati
Fluent
Hindi
Fluent
French
Intermediate
Work Experience
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesigned and deployed parsing pipeline processing over 200 million Discord messages across 220+ channels. Integrated Gemini LLM for intelligent message structuring, boosting data usability by 40%. Optimized diffusion models on AWS Lambda with Threadripper GPUs, achieving 40% faster inference. Developed monitoring system with custom metrics and automated alerts.
Freelance Data Engineer at Qualis Infotech
December 31, 2025 - July 13, 2025Built a scalable web scraping system using Playwright with rotating proxies to handle 100+ dynamic websites with 95% success rate. Integrated Gemini LLM for high accuracy data parsing into structured JSON via prompt engineering. Automated end-to-end data pipeline using Bash and Python scripts from data collection to cloud storage.
Prompt Engineer (RLHF) at Outlier AI
January 1, 2025 - July 13, 2025Improved AI response accuracy by 30% through reinforcement learning with human feedback (RLHF) based prompt refinement. Developed 50+ custom AI personas reducing ambiguous outputs by 45%. Built systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
December 31, 2024 - July 13, 2025Solely responsible for building and scaling the entire system from ground up including full-stack development, infrastructure, and data pipelines. Architected and deployed AWS cloud infrastructure, reducing server response times by 40%. Built and maintained over 150 Node.js/Express APIs with sub-100ms latency and 99.95% uptime. Developed CI/CD pipelines using GitHub Actions, cutting deployment time by 25%. Led development of a cross-platform mobile app, increasing daily active users by 15%. Optimized MongoDB queries for 20% lower database latency under production load. Automated analytics and reporting workflows in Python reducing manual reporting time by 35%. Authored technical documentation and IP filings to support IPO process.
Freelance Web Developer at Self-Employed
June 1, 2022 - August 31, 2022Delivered booking system for a US motel increasing revenue by 25% using PHP and JavaScript. Optimized and updated legacy website systems.
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesigned and deployed a parsing pipeline processing 200M+ Discord messages across 220+ channels; integrated Gemini LLM to structure data, boosting data usability by 40%. Optimized diffusion models on AWS Lambda with Threadripper GPUs, achieving 40% faster inference. Built a monitoring system with custom metrics and automated alerts.
Data Engineer at Qualis Infotech
January 1, 2025 - PresentBuilt a scalable web scraping system using Playwright with rotating proxies, handling 100+ dynamic websites with a 95% success rate. Integrated Gemini LLM to parse data into structured JSON with high accuracy using prompt engineering. Automated end-to-end data pipelines from collection to cloud storage using Bash and Python.
Prompt Engineer (RLHF) at Outlier AI
January 1, 2025 - September 15, 2025Improved AI response accuracy by 30% through RLHF-based prompt refinement. Developed 50+ custom AI personas reducing ambiguous outputs by 45%. Built a systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
January 1, 2024 - September 15, 2025Sole member responsible for building and scaling the entire system (full-stack, infra, and data pipelines). Architected and deployed AWS cloud infrastructure, reducing server response times by 40%. Built and maintained 150+ Node.js/Express APIs with <100ms latency and 99.95% uptime. Developed CI/CD pipelines using GitHub Actions, cutting deployment time by 25%. Led design and development of a cross-platform mobile app; increased DAUs by 15%. Optimized MongoDB queries, reducing database latency by 20% under production load. Created internal KPIs for BI, launched company website using the LAMP stack, and authored technical docs and IP filings to support IPO and growth.
Web Developer (Freelance) at Self-Employed
January 1, 2022 - September 15, 2025Delivered a booking system for a US motel, increasing revenue by 25% (PHP, JavaScript). Optimized and updated their legacy website.
ML Coordinator (Volunteer) at PharmaHacks
January 1, 2025 - PresentPharmaHacks 2025: Organized biotech hackathon for 100+ participants, developed ML workshops, and designed technical challenges in collaboration with sponsors.
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesigned and deployed parsing pipeline processing 200M+ Discord messages across 220+ channels. Integrated Gemini LLM for intelligent message structuring, boosting data usability by 40%. Optimized diffusion models on AWS Lambda with Threadripper GPUs; achieved 40% faster inference. Developed monitoring system with custom metrics and automated alerts.
Data Engineer at Qualis Infotech
January 1, 2025 - PresentBuilt a scalable web scraping system using Playwright with rotating proxies; handled 100+ dynamic websites with 95% success rate. Integrated Gemini LLM to parse data into structured JSON with high accuracy using prompt engineering. Automated the end-to-end data pipeline using Bash and Python scripts from data collection to cloud storage.
Prompt Engineer (RLHF) at Outlier AI
January 1, 2025 - September 15, 2025Improved AI response accuracy by 30% through RLHF-based prompt refinement. Developed 50+ custom AI personas reducing ambiguous outputs by 45%. Built systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
January 1, 2024 - September 15, 2025Sole member responsible for building and scaling the entire system (full-stack, infra, and data pipelines). Architected and deployed cloud infrastructure on AWS, reducing server response times by 40%. Built and maintained 150+ Node.js/Express APIs with <100ms latency and 99.95% uptime. Developed CI/CD pipelines using GitHub Actions, cutting deployment time by 25%. Led design and development of a cross-platform mobile app; increased DAUs by 15%. Optimized MongoDB queries, reducing database latency by 20% under production load. Created internal KPIs for business intelligence to streamline decision-making and collaboration. Launched company website using the LAMP stack, boosting organic traffic by 20%. Authored technical documentation and IP filings for IPO, and automated analytics/reporting workflows in Python, reducing manual reporting time by 35%.
Web Developer at Self-Employed
December 31, 2022 - September 15, 2025Delivered booking system for US motel, increasing revenue by 25% (PHP, JavaScript). Optimized and updated their legacy website.
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesigned and deployed a parsing pipeline processing 200M+ Discord messages across 220+ channels. Integrated Gemini LLM for intelligent message structuring, boosting data usability by 40%. Optimized diffusion models on AWS Lambda with Threadripper GPUs, achieving 40% faster inference. Developed monitoring system with custom metrics and automated alerts.
Freelance Data Engineer at Qualis Infotech
January 1, 2025 - PresentBuilt a scalable web scraping system using Playwright with rotating proxies, handling 100+ dynamic websites with 95% success rate. Integrated Gemini LLM to parse data into structured JSON with high accuracy using prompt engineering. Automated end-to-end data pipeline using Bash and Python scripts from data collection to cloud storage.
Prompt Engineer (RLHF) at Outlier AI
January 1, 2025 - September 15, 2025Improved AI response accuracy by 30% through RLHF-based prompt refinement. Developed 50+ custom AI personas reducing ambiguous outputs by 45%. Built systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
January 1, 2024 - September 15, 2025Sole member responsible for building and scaling the entire system (full-stack, infra, and data pipelines). Architected and deployed cloud infrastructure on AWS, reducing server response times by 40%. Built and maintained 150+ Node.js/Express APIs with <100ms latency and 99.95% uptime. Led design and development of a cross-platform mobile app; increased DAUs by 15%. Optimized MongoDB queries, reducing database latency by 20% under production load. Created internal KPIs for BI and contributed to IPO filings.
Freelance Web Developer at Self-Employed
January 1, 2022 - September 15, 2025Delivered booking system for US motel, increasing revenue by 25% (PHP, JavaScript). Optimized and updated legacy website.
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesigned and deployed a parsing pipeline processing 200M+ Discord messages across 220+ channels. Integrated Gemini LLM for intelligent message structuring, boosting data usability by 40%. Optimized diffusion models on AWS Lambda with Threadripper GPUs, achieving 40% faster inference. Developed monitoring system with custom metrics and automated alerts.
Freelance Data Engineer at Qualis Infotech
January 1, 2025 - PresentBuilt a scalable web scraping system using Playwright with rotating proxies; handled 100+ dynamic websites with 95% success rate. Integrated Gemini LLM to parse data into structured JSON with high accuracy using prompt engineering. Automated the end-to-end data pipeline using Bash and Python scripts from data collection to cloud storage.
Prompt Engineer (RLHF) at Outlier AI
January 1, 2025 - September 15, 2025Improved AI response accuracy by 30% through RLHF-based prompt refinement. Developed 50+ custom AI personas reducing ambiguous outputs by 45%. Built systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
January 1, 2024 - September 15, 2025Sole member responsible for building and scaling the entire system (full-stack, infra, and data pipelines). Architected and deployed AWS cloud infrastructure, reducing server response times by 40%. Built and maintained 150+ Node.js/Express APIs with <100ms latency and 99.95% uptime. Developed CI/CD pipelines using GitHub Actions, cutting deployment time by 25%. Led cross-platform mobile app development; increased DAUs by 15%. Optimized MongoDB queries, reducing database latency by 20% under production load. Created internal KPIs for BI, launched company website on LAMP stack, and automated analytics and reporting with Python.
Freelance Web Developer at Self-Employed
December 31, 2022 - September 15, 2025Delivered booking system for US motel, increasing revenue by 25% (PHP, JavaScript). Optimized and updated legacy website.
ML Engineer at Bradbury Group (AI Lab)
January 1, 2025 - PresentDesign and deployment of a parsing pipeline processing 200M+ Discord messages across 220+ channels; integrated Gemini LLM for intelligent message structuring, boosting data usability by 40%; optimized diffusion models on AWS Lambda with Threadripper GPUs, achieving 40% faster inference; developed monitoring system with custom metrics and automated alerts.
Freelance Data Engineer at Qualis Infotech
January 1, 2025 - PresentBuilt a scalable web scraping system using Playwright with rotating proxies; handled 100+ dynamic websites with 95% success rate; integrated Gemini LLM to parse data into structured JSON with high accuracy; automated end-to-end data pipeline from data collection to cloud storage.
Prompt Engineer (RLHF) at Outlier AI
December 31, 2025 - September 15, 2025Improved AI response accuracy by 30% through RLHF-based prompt refinement; developed 50+ custom AI personas reducing ambiguous outputs by 45%; built a systematic evaluation framework with A/B testing and effectiveness scoring.
Founding Software Engineer / Data Scientist at MiNextStep
December 31, 2024 - September 15, 2025Sole member responsible for building and scaling the entire system (full-stack, infra, and data pipelines); architected and deployed cloud infrastructure on AWS, reducing server response times by 40%; built and maintained 150+ Node.js/Express APIs with <100ms latency and 99.95% uptime; led design and development of a cross-platform mobile app; increased DAUs by 15%; optimized MongoDB queries; created internal KPIs for BI; launched company website with LAMP stack; automated analytics and reporting workflows in Python, reducing manual reporting time by 35%.
Freelance Web Developer at Self-Employed
December 31, 2022 - September 15, 2025Delivered booking system for US motel, increasing revenue by 25%; optimized and updated legacy website.
ML Coordinator (Volunteer) at PharmaHacks
December 31, 2025 - September 15, 2025Organized biotech hackathon for 100+ participants, developed ML workshops, and designed technical challenges in collaboration with sponsors.
Education
Bachelor of Science at Concordia University
January 1, 2020 - December 31, 2024Bachelor of Science at Concordia University
January 1, 2020 - December 31, 2024Bachelor of Science in Computer Science (Co-op) at Concordia University
January 1, 2020 - January 1, 2024Bachelor of Science in Computer Science (Co-op) at Concordia University
January 1, 2020 - January 1, 2024Bachelor of Science in Computer Science (Co-op) at Concordia University
January 1, 2020 - January 1, 2024Bachelor of Science in Computer Science (Co-op) at Concordia University
January 1, 2020 - January 1, 2024Bachelor of Science in Computer Science (Co-op) at Concordia University
January 1, 2020 - December 31, 2024Qualifications
Industry Experience
Software & Internet, Computers & Electronics, Professional Services, Healthcare, Life Sciences, Media & Entertainment, Other
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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