Available for opportunities
Aman Srivastava
Software Dev · AI/ML · Data Science
About
I am a final-year Computer Science undergraduate at Maharaja Surajmal Institute of Technology with interests in Artificial Intelligence, Machine Learning, Data Science, and Software Development. I enjoy building scalable, production-grade systems that combine intelligent decision-making with robust engineering.
My experience spans Transformer-based NLP, Retrieval-Augmented Generation (RAG), AI Agents, Backend Development, Automation Platforms, and Enterprise Software Solutions. Over the years, I have built LLM-powered applications, Sentiment Intelligence Platforms, Document Retrieval Systems, and Workflow Automation Tools across diverse domains.
Beyond technology, I was recommended by the Services Selection Board (SSB) for Officer Entry into the Indian Armed Forces, reflecting leadership, teamwork, and the ability to perform under pressure.
Experience
System Star
Wilmington, Delaware, United States
Software Development Intern
Apr 2026 – Jun 2026
- Developed and enhanced backend services, internal tools, and automation systems supporting large-scale business operations and data-driven workflows
- Resolved complex production issues involving multi-threaded applications, database performance bottlenecks, concurrency failures, and system synchronization, significantly improving platform stability
- Designed and integrated REST APIs, workflow automation modules, and data processing pipelines to improve operational efficiency and reduce manual intervention
- Built centralized monitoring and reporting dashboards, aggregating data from multiple services to provide real-time system observability and operational insights
- Performed production debugging, testing, and user acceptance validation while collaborating with engineering teams to deliver reliable and scalable software solutions
RECONZO
Gurugram, Haryana, India
Competitive Intelligence Intern
Dec 2025 – Feb 2026
- Built a data-driven competitive intelligence framework to analyze market pricing, promotional strategies, inventory trends, and competitor positioning across leading retail and quick-commerce platforms
- Processed large-scale market datasets and improved analytical throughput by ~7×, enabling timely identification of emerging business opportunities and competitive risks
- Performed pricing and inventory analytics to uncover discount volatility, stock movement patterns, and regional demand variations across multiple markets
- Developed ETL workflows and structured reporting systems that generated pricing intelligence, margin insights, and strategic business recommendations
- Delivered actionable insights through automated dashboards and analytics pipelines, supporting data-driven decision-making and competitive strategy formulation
Indian Institute of Technology Delhi
New Delhi, India
AI/ML Intern
Jun 2025 – Jul 2025
- Architected and deployed LibSenti, a transformer-based sentiment intelligence platform analyzing 10,000+ institutional reviews for large-scale opinion mining and sentiment analytics
- Fine-tuned a RoBERTa model using PyTorch and Hugging Face Transformers, achieving 95%+ classification accuracy through advanced preprocessing, class balancing, and label smoothing techniques
- Designed scalable NLP pipelines for data cleaning, tokenization, augmentation, model training, evaluation, and inference, improving model robustness and generalization
- Built and deployed a real-time sentiment analysis application using Streamlit and Hugging Face Hub, enabling interactive inference, confidence visualization, and explainable predictions
- Developed comprehensive evaluation workflows leveraging precision, recall, F1-score, confusion matrices, and error analysis to optimize model performance across sentiment classes
- Automated validation and publishing workflows for 15,000+ Drupal CMS records, reducing manual effort by 60% and improving operational efficiency by 3×
CEERAS
Cuddapah, Andhra Pradesh, India
Software Developer Intern
Feb 2025 – Jun 2025
- Engineered a gamified coding platform used by 1,000+ kids
- Improved backend performance by 15% and user engagement by 30%
U-Knighted Chess Society
New Delhi, India
Founder & President
Jan 2025 – Present
- Founded and scaled the college chess society to 100+ active members, building one of the largest student-led strategic gaming communities on campus
- Led a 15-member core team, overseeing event planning, operations, partnerships, community engagement, and organizational growth
- Organized inter-college tournaments, competitive events, and strategy workshops, driving sustained member participation and skill development
- Secured sponsorship from Smaaash and established external partnerships, enabling the successful execution of multiple sponsored events
- Managed budgeting, stakeholder coordination, and event logistics while fostering a collaborative and high-performance community culture
Projects
DIRS – Document Intelligence & Retrieval System
- Built an enterprise-grade RAG platform converting unstructured PDFs into a searchable semantic knowledge base using FAISS, ChromaDB, Milvus, and Qdrant
- Implemented hybrid retrieval combining vector similarity search with BM25 score fusion, improving retrieval accuracy across diverse document collections
- Integrated local LLM inference using LLaMA, Qwen, and Gemma models for secure and privacy-preserving document question answering
- Designed role-based access control and modular ingestion pipelines for secure enterprise document intelligence workflows
ShadowVerse – Autonomous AI Agent
- Developed an AI-powered autonomous agent capable of identifying relevant jobs, selecting optimized resumes, generating personalized cover letters, and automating applications
- Built browser automation workflows for job discovery, form completion, recruiter outreach, and application tracking
- Integrated resume intelligence, job matching, and LLM-driven personalization into a unified application ecosystem
- Designed scalable architecture supporting autonomous job search across multiple recruitment platforms
Wafer Shield AI – Edge AI Semiconductor Defect Classification
- Deployed an edge-optimized semiconductor defect classification system using EfficientNetLite0 achieving 90.34% accuracy
- Built a lightweight 6.76 MB FP16 ONNX model achieving 8.55 ms CPU latency and 116.9 images/sec throughput
- Engineered optimized preprocessing and inference pipelines for deployment in low-resource industrial environments
- Reduced computational requirements while maintaining production-grade defect detection performance
LibSenti – Transformer-Based Sentiment Intelligence Platform
- Built an end-to-end sentiment intelligence platform analyzing 10,000+ IIT and NIT library reviews using transformer-based NLP
- Fine-tuned a RoBERTa model achieving 95%+ classification accuracy through advanced preprocessing, class balancing, and label smoothing
- Developed a real-time Streamlit application enabling interactive predictions, confidence visualization, and institutional analytics
- Designed scalable NLP pipelines supporting large-scale sentiment monitoring and reporting
CLAMANS – Enterprise Leave Management System
- Designed and developed a role-based institutional leave management platform for IIT Delhi
- Implemented PostgreSQL-based leave computation logic supporting holiday policies, approval workflows, and leave balance tracking
- Built OTP authentication, email notifications, and automated workflow management using SMTP services
- Created secure administrative and employee portals with end-to-end workflow automation
FinRisk – Financial Compliance Intelligence System
- Built a multi-source financial intelligence platform monitoring AML, sanctions, fraud, regulatory, and compliance-related developments
- Developed a weighted risk scoring engine across 25+ compliance indicators for automated threat prioritization
- Designed KPI dashboards and automated reporting systems supporting risk assessment and investigation workflows
- Implemented data aggregation pipelines for large-scale compliance intelligence generation
SolarAI Assistant
- Built an AI-powered rooftop solar advisory platform integrating subsidy calculations, ROI estimation, and energy generation forecasting
- Implemented PM Surya Ghar policy logic and financial simulations for personalized investment recommendations
- Generated location-aware solar installation insights based on energy consumption patterns and infrastructure constraints
- Automated cost-benefit analysis to support informed renewable energy adoption decisions
SmartMailer – AI Email Automation
- Developed an NLP-powered email generation and automation platform for professional communication workflows
- Automated email drafting, personalization, and delivery processes, reducing drafting time by 75%
- Integrated intelligent content generation and workflow automation, eliminating 65% of manual effort
- Built scalable modules for bulk communication and personalized outreach campaigns
Open Source Contributions
24+
Merged PRs
Active open-source contributor with 24+ merged pull requests across globally used projects, contributing to machine learning, scientific computing, visualization, and developer tooling ecosystems.
Machine Learning
Scientific Computing
Data Visualization
Developer Tooling
View all contributions →
Education
Maharaja Surajmal Institute of Technology (GGSIPU)
B.Tech in Computer Science Engineering
DAV Vasant Kunj
Grade 12 (PCM) · School Topper in Computer Science
Achievements
🌏
Globally Selected – Hacker House 2024, Bangkok, Thailand
🥇
Top 50 / 500+ teams – Hack for Impact 2025, IIIT Delhi
Certifications
80+ Google Cloud Skill Badges
Cloud Infrastructure, AI/ML, Data Engineering, Generative AI
Global Markets Sales & Trading Analyst
Bank of America
Artificial Intelligence Fundamentals
IBM
Cloud Computing Foundations
Google Cloud
Data Analytics Job Simulation
Quantium
Data Analytics Job Simulation
Deloitte
GenAI Job Simulation
Boston Consulting Group
SQL Advanced
HackerRank
Data Quality & Consistency with ODE
Open Knowledge Brasil