Available to hire
I’m a Gen AI Developer with 4+ years designing, building, and deploying production LLM applications — from enterprise AI integrations to real-time voice pipelines. I have hands-on experience with Python, LangChain, OpenAI API, and Gemini across multi-agent systems, RAG pipelines, and enterprise data workflows.
I built CareerForge Live (Google ADK + Gemini Live API + FastAPI, deployed on Cloud Run) and shipped two consumer AI apps to iOS and Google Play. I excel at architecting, optimizing, and delivering Gen AI solutions from zero to production, solo, in weeks.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
English
Fluent
Work Experience
Investment Governance Analyst at Canadian Tire Corporation
April 1, 2023 - August 1, 2025Led the adoption of Generative AI for efficient unstructured data analysis and insight extraction; designed and deployed automated data quality and compliance monitoring systems; acted as a technical lead mentoring junior analysts on data analysis best practices and modern tools; collaborated with cross-functional teams to integrate data-driven insights into Enterprise Investment Planning platforms; engineered predictive forecasting models and automated data reconciliation pipelines; facilitated data literacy training for 200+ stakeholders.
Data Analyst at Gate Gourmet Canada
September 1, 2022 - March 1, 2023Implemented automated data quality audits with Python scripts, leveraging generative AI for script and documentation creation; re-engineered data reporting workflows to boost accuracy and reliability for financial and operational reports; developed key operational performance dashboards (Tableau/Power BI) and collaborated with SAP and procurement teams to manage master data for 500+ product specifications; identified trends in customer feedback and menu performance to inform strategic planning.
Optical Engineer at ISP Solar Inc
October 1, 2021 - February 1, 2022Automated test procedures and data extraction pipelines using Python to enable real-time analysis of experimental data; optimized component placement through analysis of simulation outputs; contributed to improved product reliability by identifying performance anomalies from large optical sensor datasets; authored custom scripts to parse and visualize simulation results; integrated simulation models with physical test data to validate design hypotheses.
Optical Engineer at ISP Solar Inc.
October 1, 2021 - February 28, 2022Boosted production efficiency by 25% by automating test procedures and data extraction pipelines using Python, Pandas, and NumPy — eliminating manual data collection bottlenecks. Optimized component placement by 65%+ through analysis of simulation outputs and redesign of complex optical assemblies, improving system yield and throughput. Documented and standardized automation workflows, enabling the team to replicate optimized processes across multiple production lines.
CareerForge Live — Voice-First Multi-Agent AI Career Coach at CareerForge
February 1, 2016 - PresentArchitected a 4-agent system (resume analyst, market researcher, career planner, report generator) using Google ADK + FastAPI on Google Cloud Run; submitted to the Gemini Live Agent Challenge. Implemented real-time bidirectional voice via Gemini Live API — PCM 16kHz audio streaming over WebSocket and AudioWorklet, fully interruptible with sub-second latency. Built Gemini 2.5 Flash multimodal resume analysis (PDF/image upload), Google Search grounding for live job-market intelligence, and a branded PDF career roadmap output via ReportLab. Engineered an emotionally adaptive coaching flow and a 3-tier Stripe subscription model with usage gates on a React frontend.
OpenClaw Autonomous Agent Platform — Self-Hosted Multi-Provider LLM Agents at OpenClaw
February 1, 2026 - PresentRunning multi-provider LLM routing across Qwen, Gemini 2.5 Flash, Grok, and Claude Sonnet with custom agent personas configured via SOUL.md and skill modules — cron-driven autonomous task loops. Designed 'Agent Onboarding Protocol' — a SKILL.md / agent-onboarding.json open standard enabling AI agents to autonomously navigate web service registration flows without human intervention. Evaluating agent memory architectures (BM25 injection, semantic retrieval, context-window management) and benchmarking 5+ local and cloud LLMs across tool use, multi-step reasoning, and recall tasks.
RAG Document Intelligence Agent — Hybrid Retrieval + Local LLM Q&A Pipeline at N/A
January 1, 2026 - PresentBuilding a production-grade RAG pipeline with FAISS vector store, BM25 sparse retrieval, and re-ranking; Qwen/Gemini generation layer with PDF, DOCX, and web ingestion using per-type chunking strategies. Implementing response quality evaluation via RAGAS framework — benchmarking retrieval precision, answer faithfulness, and relevance across LLM providers for enterprise document Q&A use cases. Designing a modular ingestion API to support configurable document sources, embedding model swapping, and chunk-size tuning — enabling easy deployment for different enterprise verticals.
AI Lead Gen & Outreach Automation Agent — Agentic SMB Pipeline at N/A
December 1, 2025 - PresentBuilt a Google Maps scraping pipeline in Python targeting real estate, healthcare, and hospitality verticals — extracting structured lead data (name, phone, email, category, location) at scale. Automated personalized multi-channel outreach sequences (email/SMS) using LLM-generated messaging tailored per vertical, with configurable rate-limiting and proxy rotation. Architected as a reusable agentic module with CRM-ready CSV export — designed as a productizable workflow for SMB automation and outreach-as-a-service offerings.
Sniffles & Snacks — AI Pet Care App at Sniffles & Snacks
November 1, 2025 - PresentShipped a cross-platform consumer mobile app with barcode scanning and instant AI pet food safety ratings using Gemini Vision API with Google Search grounding — live on iOS and Android. Designed and built a Firebase backend with user authentication, Health Passport feature, and a Gemini Vision ingredient analysis pipeline; geo-fenced Lost Pet Alert community network. Manages full product lifecycle including ASO, SEO strategy, and premium feature monetization via in-app purchases.
CareerForge Live — Voice-First Multi-Agent AI Career Coach at CareerForge Live
February 1, 2016 - PresentArchitected a 4-agent system (resume analyst, market researcher, career planner, report generator) using Google ADK + FastAPI on Google Cloud Run; submitted to the Gemini Live Agent Challenge. Implemented real-time bidirectional voice via Gemini Live API — PCM 16kHz audio streaming over WebSocket and AudioWorklet, fully interruptible with sub-second latency. Built Gemini 2.5 Flash multimodal resume analysis (PDF/image upload), Google Search grounding for live job-market intelligence, and a branded PDF career roadmap output via ReportLab. Engineered an emotionally adaptive coaching flow and a 3-tier Stripe subscription model (Free / Pro / Premium) with usage gates on a React 19 frontend.
OpenClaw Autonomous Agent Platform — Self-Hosted Multi-Provider LLM Agents at OpenClaw Autonomous Agent Platform
February 1, 2026 - PresentRunning multi-provider LLM routing across Qwen, Gemini 2.5 Flash, Grok, and Claude Sonnet with custom agent personas configured via SOUL.md and skill modules — cron-driven autonomous task loops. Designed 'Agent Onboarding Protocol' — a SKILL.md / agent-onboarding.json open standard enabling AI agents to autonomously navigate web service registration flows without human intervention. Evaluating agent memory architectures (BM25 injection, semantic retrieval, context-window management) and benchmarking 5+ local and cloud LLMs across tool use, multi-step reasoning, and recall tasks.
RAG Document Intelligence Agent — Hybrid Retrieval + Local LLM Q&A Pipeline at OpenClaw / RAG Document Intelligence
January 1, 2026 - PresentBuilding a production-grade RAG pipeline with FAISS vector store, BM25 sparse retrieval, and re-ranking; Qwen/Gemini generation layer with PDF, DOCX, and web ingestion using per-type chunking strategies. Implementing response quality evaluation via RAGAS framework — benchmarking retrieval precision, answer faithfulness, and relevance across LLM providers for enterprise document Q&A use cases. Designing a modular ingestion API to support configurable document sources, embedding model swapping, and chunk-size tuning — enabling easy deployment for different enterprise verticals.
AI Lead Gen & Outreach Automation Agent — Agentic SMB Pipeline at Agentic SMB Pipeline
December 1, 2025 - PresentBuilt a Google Maps scraping pipeline in Python targeting real estate, healthcare, and hospitality verticals — extracting structured lead data (name, phone, email, category, location) at scale. Automated personalized multi-channel outreach sequences (email/SMS) using LLM-generated messaging tailored per vertical, with configurable rate-limiting and proxy rotation. Architected as a reusable agentic module with CRM-ready CSV export — designed as a productizable workflow for SMB automation and outreach-as-a-service offerings.
Education
Master’s in Engineering, Engineering Physics at McMaster University
January 11, 2030 - May 1, 2021Bachelor’s in Engineering, Electronics and Communication at Gujarat Technological University
January 11, 2030 - June 1, 2019MEng, Engineering Physics at McMaster University
January 11, 2030 - May 1, 2021BEng, Electronics & Communication at Gujarat Technological University, India
January 11, 2030 - June 1, 2019MEng, Engineering Physics at McMaster University, Hamilton, ON
January 11, 2030 - May 1, 2021BEng, Electronics & Communication at Gujarat Technological University, India
January 11, 2030 - June 1, 2019MEng, Engineering Physics at McMaster University
January 11, 2030 - May 1, 2021BEng, Electronics & Communication at Gujarat Technological University
January 11, 2030 - June 1, 2019Qualifications
In Progress: Google Cloud - Generative AI Learning Path, Deploy & Manage Gen AI Models, Responsible AI
January 11, 2030 - March 26, 2026In Progress: LangChain for LLM Dev, Building Systems with ChatGPT, AI Agents in LangGraph, Multi-Agent Systems, Agentic AI
January 11, 2030 - March 26, 2026In Progress: Prompt Engineering for Claude (Anthropic)
January 11, 2030 - March 26, 2026Google ADK — Introduction to Agents & Multi-Agent Orchestration and Deployment on Cloud Run
January 11, 2030 - March 26, 2026Gemini Live API (applied in production)
January 11, 2030 - March 26, 2026Stripe 3-tier integration, iOS App Store & Google Play deployment
January 11, 2030 - March 26, 2026Google Cloud — Generative AI Learning Path, Deploy & Manage Gen AI Models, Responsible AI
January 11, 2030 - March 26, 2026DeepLearning.AI — LangChain for LLM Dev, Building Systems with ChatGPT, AI Agents in LangGraph, Multi-Agent Systems, Agentic AI
January 11, 2030 - March 26, 2026Anthropic — Prompt Engineering for Claude, Building with Claude (API & tool use), MCP Advanced Topics
January 11, 2030 - March 26, 2026Google ADK — Introduction to Agents & Multi-Agent Orchestration and Deployment on Cloud Run
January 11, 2030 - March 26, 2026Gemini Live API (applied in production)
January 11, 2030 - March 26, 2026Stripe 3-tier integration
January 11, 2030 - March 26, 2026iOS App Store & Google Play deployment
January 11, 2030 - March 26, 2026Google ADK — Introduction to Agents & Multi-Agent Orchestration and Deployment on Cloud Run
January 11, 2030 - March 30, 2026Anthropic Academy — Building with the Claude API
January 11, 2030 - March 30, 2026Anthropic Academy — AI Fluency: Framework & Foundations
January 11, 2030 - March 30, 2026In Progress: Google Cloud — Generative AI Learning Path, Deploy & Manage Gen AI Models, Responsible AI
January 11, 2030 - March 30, 2026Industry Experience
Retail, Energy & Utilities, Manufacturing, Travel & Hospitality, Software & Internet, Media & Entertainment, Professional Services, Education
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
Intermediate
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