Custom LLM architectures from scratch, instruction fine-tuning (LoRA/QLoRA), and high-throughput inference pipelines.
Multi-agent orchestration (LangGraph, CrewAI, Agno, MCP), self-corrective RAG, and persistent memory workflows.
High-performance web platforms and microservices using Next.js, React, FastAPI, Python, and PostgreSQL.
Containerized deployments with Docker, CI/CD, vector databases (Qdrant, FAISS), and LLM observability (Langfuse, LangSmith).
LLM applications, RAG systems, agent workflows, and AI integrations for production use.
Backend systems, APIs, databases, and distributed architectures.
Computer vision, neural networks, generative models, and inference optimization.
Cloud deployment, CI/CD, observability, and system architecture.
Privacy-first self-hosted job hunting orchestrator consolidating multi-board crawlers, AI job-fit scoring, LaTeX resume tailoring, and Gmail OAuth interview tracking.
AI-powered repository intelligence platform that analyzes codebases using autonomous agents to generate architecture diagrams, DFDs, workflows, and interactive Q&A in isolated containers.
OpenEnv Reinforcement Learning environment where autonomous AI agents interactively debug and patch buggy Python code across 3 progressive difficulty tiers.
Next-generation AI travel planning platform powered by 8 specialized LangGraph agents orchestrating complex multi-modal transit, stays, and dynamic itineraries.
Secure multi-provider LLM chat with PDF RAG, real-time web search fallback, multi-turn memory, and LangSmith observability tracing.
Complete implementation of a GPT transformer architecture from scratch in PyTorch with causal multi-head self-attention, instruction fine-tuning, and Streamlit chat UI.
Real-time financial fund tracking and anti-money laundering platform with AI anomaly alerts, Suspicious Transaction Report (STR) workflows, and graph-based flow tracing.
Autonomous job application assistant for LinkedIn and Naukri featuring Gemini LLM parsing, automated profile filling, and live execution dashboard.
Smart freelancer payment escrow system holding client funds securely and releasing payments automatically upon delivery verification, operated entirely via WhatsApp.
Agentic search interface connecting Agno multi-agent workflows to Airbnb and Firecrawl Model Context Protocol (MCP) servers for live web crawling and tool invocation.
Founded and lead Magnence, an AI-first technology company building intelligent software, automation systems, and enterprise digital solutions. Oversee company vision, product architecture, and engineering across Generative AI, LLMs, multi-agent frameworks, RAG, and cloud systems.
Lloyds Banking Group (Forage)
Built predictive customer churn model using Random Forest achieving 0.82 ROC-AUC. Performed data preprocessing, feature engineering, and hyperparameter tuning with GridSearchCV.
JPMorgan Chase & Co. (Forage)
Interfaced with JPMorgan Chase's Perspective library to process and visualize real-time stock market data feeds for trader dashboards with low-latency updates.
Boston Consulting Group (Forage)
Built an automated financial analysis chatbot in Python using Pandas to extract, parse, and analyze SEC 10-K and 10-Q filing data for consulting advisory workflows.
Ministry of Micro, Small & Medium Enterprises (MSME), Govt of India
Selected with 3 innovation proposals under Industry 4.0/5.0: Vision-Based Punch-Press Die Misalignment Detector, Multi-Spectral AI Scrap Metal Sorter, and Thermal-AI Defect Predictor.
IEEE Student Branch, Graphic Era Hill University
Selected as a national finalist and served as project administrator guiding technical development to completion.
Indian Institute of Science (IISc), Bengaluru
Advanced to the grand finale representing Team Group M1 at IISc Bengaluru for high-impact innovation.
Finance & Consulting Club, IIT Hyderabad
Secured 1st Rank across India for outstanding product strategy, technical architecture, and business viability.
India Innovates Summit · Bharat Mandapam, New Delhi
Selected in Top 100 out of 25,000+ teams across India for Digital Democracy tech innovation.
Official IQ Examination
Scored 155 IQ, placing in the Genius / Very Superior intelligence percentile.
Kharagpur Data Analytics Group, IIT Kharagpur
National Top 10 finalist in data science and machine learning problem-solving challenge.
IBM SkillsBuild · Nov 2025
Oracle University · Oct 2025
Oracle University · Sep 2025
Oracle University · Sep 2025
Oracle University · Sep 2025
Oracle University · Sep 2025
HackerRank · Jul 2024
HackerRank · Jul 2024
McKinsey & Company · Jun 2026
Lloyds Banking Group · May 2026
JPMorgan Chase & Co. · Mar 2026
Quantium · Mar 2026
Boston Consulting Group (BCG) · Jan 2026
Deloitte · Nov 2025
Bachelor of Technology (B.Tech) in Computer Science & Engineering (CGPA: 7.9/10). Focus on Artificial Intelligence, Machine Learning, Data Structures & Algorithms, DBMS, Operating Systems, and Distributed Computing. Vice President of Infinity Coders.
Senior Secondary Education (85%) in Science (Physics, Chemistry, Mathematics with Computer Science). Built strong fundamentals in analytical reasoning, programming, and mathematics.
Application #202521015469
Government of India (Indian Patent Office) · Feb 2025
Role: Co-Inventor · MYCrave Consultancy and Services
Available for enterprise Generative AI systems, multi-agent frameworks, production RAG pipelines, and high-performance backend architecture.
