Available for opportunities

Hi, I'm Ankit

GenAI Engineer & Prototyping Developer

GenAI Prototyping Developer focused on AI-assisted software development, rapid prototyping, and building practical AI applications. Adept at leveraging AI-coding assistants to accelerate full-stack development. Proven ability to integrate LLMs, RAG frameworks, and agentic workflows to solve complex problems. Built full-stack GenAI products spanning scientific data exploration, knowledge management, and intelligent recommendation systems. Strong product mindset with an emphasis on rapid experimentation, grounding, debugging, API integration, and turning ideas into working prototypes.

Expertise

Skills & Competencies

Gen AI

Loop Engineering90%
Context Engineering | Prompt Engineering90%
Multimodal Prompting | Vibe Coding90%
AI Agents | Agentic Workflows85%
Artificial Intelligence Assistants 88%
LLM Grounding | Embeddings70%

AI Development Tools

Antigravity | Cursor80%
Kiro | Codex72%
Google AI Studio65%
Lovable | Replit60%
Bolt | Streamlit65%
Gemini | Groq | Llama-365%

Programming Languages

Python95%
JavaScript | Node.js | Express.js 85%
TypeScript | React | Vite 80%
HTML | HTML575%
CSS | Tailwind CSS88%
C | Visual Basic | Pl/SQL88%

Data & Tools

Git | GitHub | GitHub Actions 95%
PostgreSQL (psycopg2)85%
Supabase80%
RESTful APIs75%
Obsidian88%
SQLite | Qt Designer88%

Work

Key Projects

EdgeDash: Autonomous Career Intelligence Agent. 💼

Data Pipeline & Dashboard

  • EdgeDash — An autonomous career intelligence pipeline designed to fetch live job listings, score them against user profiles, surface actionable skill gaps, and verify its own output. The platform replaces manual job-board browsing with an automated system that publishes results to a read-only dashboard, telling users exactly where to focus their time and what to learn next. 🎯
  • Agent-Based Orchestration: Engineered an orchestrator that delegates tasks to independent, single-goal sub-agents (Fetcher, Scorer, GapAnalyzer, Verifier) for evaluating job compatibility on a 0-100 scale and aggregating missing skills.
  • Modular Storage & Zero-Query Deduplication: Architected an isolated database module supporting seamless transitions between SQLite and PostgreSQL, utilizing SHA-256 URL hashing to silently deduplicate incoming records without extra query logic.
  • Read-Only Analytics Dashboard: Built a dynamic visualization interface to track fit score distributions, job listings, and top skill gaps, driven entirely by a centralized YAML configuration framework.
Kiro/Streamlit SQLite/PostgreSQL Python/PyYAML Live Job APIs
Live Demo

India’s Green Frontier — Tracking the Changing Face of India’s Forests.🌳

Web Application

  • India’s Green Frontier — An interactive environmental data observatory and full-stack web platform visualizing decadal Indian State Forest Report (ISFR) canopy telemetry and stratospheric ozone trends, paired with an AI-powered conversational data tutor for plain-English scientific interpretations.🌲
  • Interactive Telemetry Platform: Built a responsive full-stack observatory visualizing 10-year Indian forest canopy trends (ISFR) across 15+ states with interactive Recharts breakdowns and density rankings.
  • Gemini-Powered Grounded AI Tutor: Integrated a server-side Gemini 3.7 Flash engine providing real-time, plain-English scientific insights strictly grounded in site telemetry with offline fallback resilience.
  • Curator Desk & Admin Management Suite: Engineered a secure role-authenticated dashboard allowing administrators to manage visitor inquiries, log live telemetry observations, and perform CRUD operations on historical records.
React 19, TypeScript, Tailwind CSS, Recharts Node.js, Express.js Vite, PostCSS, ESLint Google GenAI SDK (Gemini-3.7-flash)
Live Demo

The Ozone Frontier: Mapping the Changing Sky. 🌍

Web Application

  • The Ozone Frontier — An interactive atmospheric data observatory and science platform designed to visualize historical Antarctic stratospheric ozone depletion, track recovery trajectories post-Montreal Protocol, and deliver grounded AI-driven scientific inquiry. The platform bridges complex NASA/NOAA satellite telemetry with accessible public education and administrative data curation.🌐
  • Interactive Telemetry Visualizations: Built responsive charts, Dobson Unit gauges, and comparison tools to explore historical satellite datasets and polar meteorological trends.
  • Integrated Domain-Grounded AI Research Assistant (OZAI): Architected a secure server-side LLM endpoint with Gemini 3.7 Flash and strict grounding guardrails, enabling natural language querying of verified telemetry datasets while eliminating hallucinations on out-of-domain queries.
  • Curator Portal & Data Operations: Created a role-gated admin dashboard for CRUD operations on telemetry records, visitor query management, and multi-format data exports (CSV/JSON).
Lucide React, HTML5 Express, RESTful APIs TypeScript(tsc), Google Cloud Run Google Gemini API (Gemini 3.7 Flash)
Live Demo

SecondSelf | AI-Powered Personal Knowledge Management System 🧠

Web Application

  • SecondSelf – Your Personal AI Second Brain 🧠
  • Engineered an LLM-powered knowledge management system using **Llama-3, Groq, Streamlit, and RAG** to automatically ingest, classify, index, and retrieve information from notes, web links, and documents.
  • Implemented **semantic embeddings (all-MiniLM-L6-v2)** to identify contextual relationships and automatically generate bidirectional knowledge links.
  • Developed an interactive **force-directed knowledge graph** with `vis-network.js` and a citation-supported **Natural Language Q&A (RAG)** system for intelligent knowledge discovery and retrieval.
Antigravity/Cursor Streamlit/Obsidian Groq/all-MiniLM-L6-v2 Python/JavaScript
Live Demo

Prop-Buddy AI | AI-Powered Real Estate Investment Intelligence Platform 🏡🔑🏨

Web Application

  • Developed an AI-driven real estate analytics web application with an agentic recommendation engine to evaluate property listings, analyze localized market trends, and deliver data-driven investment insights.
  • Built an autonomous system that processes user inputs (location and property area) to identify the top 5 lowest-priced properties in the target locality using comparative pricing intelligence.
  • Integrated historical market data analysis and ROI prediction models to estimate property-wise returns and support predictive investment decision-making.
  • Designed an agentic workflow combining price benchmarking, neighborhood trend analysis, and valuation modeling to surface high-potential investment opportunities.
HTML5/TypeScript React18/Vite/Node.js Tailwind CSS/Lucide React Google Gemini SDK/Docker
Live Demo

Income Tax Calculator | A webpage to calculate Income Tax of FY 2024-25.👨‍💼📉🏢🧾

Web Application

  • Engineered a single-page Indian income tax calculator supporting both New and Old regimes (FY 2024-25), with real-time slab-wise computation including Surcharge, Health and Education Cess, and Section 87A rebate.
  • Designed a premium, Apple-inspired UI featuring dynamic deduction sliders, live donut chart visualization, and a detailed income breakdown — delivered as a fully self-contained, zero-dependency web application.
HTML5 CSS3 JavaScript Canvas API
Live Demo

Matrix Scientific Calculator | Matrix Themed Scientific Calculator.🧮 🖩

Web Application

  • Engineered a fully functional scientific calculator web app supporting 25+ operations—including trigonometry, logarithms, memory functions, and expression parsing—packaged as a single, zero-dependency HTML file.
  • Crafted a production-grade UI with a real-time Matrix rain canvas, keyframe animations, multi-layer glow effects, and a turquoise-on-white design system using pure CSS.
  • Delivered complete keyboard accessibility, DEG/RAD mode toggling, and robust error handling.
HTML5 CSS3 JavaScript Canvas API
Live Demo

Morning Greetings | An app with a name "Morning Greetings" that displays Time-aware greeting messages.☀️🌅🌇

Dynamic Web Application

  • Engineered a time-aware web application that synchronizes user greetings with real-time clock data.
  • Features a dynamic messaging engine serving 20 unique variations across four daily phases with a fully responsive UI.
HTML5 CSS3 JavaScript Replit.AI
Live Demo

Fantasy Cricket Game.🏏🏟️

Full-Stack Application

  • Platform for users to form virtual cricket teams scoring points based on real-life player performances.
  • Features team creation, management UI, and a competitive ranking system backed by a relational database.
Python Qt Designer SQLite Studio

Tourepedia Marketing Blueprint

Business Strategy Project

  • Analyzed the Indian Online Travel Market using ERRC grid and SWOT analysis.
  • Developed a tailored marketing mix (4Ps) aligned with organizational goals and competitive positioning.
ERRC Grid SWOT Analysis Market Research

Human Development Index Review

Data Research & Analysis

  • Conducted a data-driven review of HDI methodologies focused on India.
  • Calculated Inequality-adjusted HDI (IHDI), Multidimensional Poverty Index (MPI), and Gender Development Index (GDI).
Data Analysis Statistical Modeling HDI Methodology

Solar Devices / OLEDs Simulation

Optical & Electrical Engineering

  • Simulated OLED performance using SILVACO, analyzing Continuity Equations and Schottky contact conditions.
  • Evaluated and optimized OLED outcoupling efficiency through electroluminescence simulations.
SILVACO Electroluminescence Schottky Analysis

Background

Experience

Game Designer & Developer (Intern)

Bhramm Technologies Private Ltd.

Internship
  • Designed and developed an interactive 3D menu in Unity, enhancing UX with smooth navigation.
  • Implemented object creation techniques and scripted functionalities for interactive elements; integrated high-quality 3D models.
  • Applied advanced lighting, texturing, and shadowing techniques to create realistic, immersive environments.
Unity 3D Design Scripting UX

Let's Connect

Get in Touch

I'm actively looking for AI Generalist and Prompt Engineering opportunities. Whether you have a project, a role, or just want to connect — my inbox is always open.

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