Sashi Pritam
Manandi Anand
Software Engineer & AI Specialist
Passionate technology innovator with expertise in AI/ML, data science, and software engineering. Proven track record at leading companies including Incedo, NTT DATA, Intel, and Corizo. Committed to creating impactful solutions and driving technological advancement.
About
Technology professional with comprehensive experience in AI/ML engineering, data science, and software engineering. Currently pursuing B.Tech in Information Technology with specialization in Data Analytics at Manipal Institute of Technology, Bengaluru.
Core Competencies
Python
Languages
Java
Languages
JavaScript
Languages
SQL
Languages
FastAPI
Frameworks
Next.js
Frameworks
React
Frameworks
Flutter
Frameworks
Machine Learning
Technologies
Neo4j
Technologies
MongoDB
Technologies
Cloud Computing
Technologies
Professional Skills
Languages
Experience
Professional journey and technical contributions
Software Engineer Trainee · Incedo Inc.
- Autonomous AI-Powered Data Analysis & Visualization Agent: Developed a metadata-driven Streamlit analytics platform using Llama-3.3-70b/Groq that translates natural language queries into executable Python code with static validation, local environment sandboxing, and a self-healing retry loop.
- AI-Native Sensitive Data Detection & Privacy Analytics System: Engineered a FastAPI/Streamlit data sanitization pipeline utilizing Presidio/spaCy NLP, custom regex patterns, and Fernet encryption, integrating an Informatica PowerCenter XML parser to auto-recommend column-level masking rules.
- Aegis-Migrate (Autonomous Database Migration Engine): Designed zero-downtime CDC replication using Debezium and Apache Kafka to stream write-ahead logs to BigQuery, with a dual-layered SQLGlot AST / LLM Transpiler and Airflow data validation DAGs.
- Python
- FastAPI
- BigQuery
- Apache Kafka
- Apache Airflow
- Llama 3.3
- Groq API
- Pandas
- Plotly
- Debezium
- SQLGlot
- Presidio NLP
- Fernet Cryptography
- SQLite
- XML Parsing
Research and Developer Intern · NTT DATA
- Designed and developed a hybrid Retrieval-Augmented Generation (RAG) platform that integrates graph databases, semantic search, and LLMs for advanced enterprise knowledge management.
- Automated extraction and representation of entities/relationships from multi-format documents into a dynamic, queryable knowledge graph (Neo4j), enabling multi-hop reasoning and visualization.
- Improved enterprise search accuracy and efficiency by delivering context-rich, relationship-driven answers, with modular architecture for scalable future enhancements.
- Neo4j
- RAG
- LLMs
- Graph Databases
- Python
Project Intern · Intel
- Evaluated Pre-built Retrieval-Augmented Generation pipeline on academic PDFs, analyzing retrieval and LLM response quality.
- Contributed to UI/UX discussions and improvements for better user experience.
- Worked on optimizing AI model performance for document processing tasks.
- RAG
- LLMs
- UI/UX
- Document Processing
- Python
Generative AI Specialist Intern · Corizo
- Developed and implemented innovative AI models, enhancing user interaction and optimizing performance across various applications.
- Worked on generative AI solutions and contributed to improving model efficiency.
- Collaborated with cross-functional teams to deliver AI-powered features.
- Generative AI
- Machine Learning
- Python
- Model Optimization
Featured Projects
A showcase of my engineering projects spanning AI/ML, data engineering, and full-stack systems
AI-native sensitive data governance system that ingests, cleans, and standardizes enterprise datasets, automatically detecting PII with spaCy/Presidio NLP and applying configurable tokenization and cryptographic masking rules.
Autonomous database migration engine providing zero-downtime replication to Google BigQuery via Debezium CDC and Kafka, translating legacy PL/SQL and T-SQL logic into standard SQL using AST parsing and LLM neural fallbacks.
AI-powered tabular analytics platform utilizing a Text-to-Code paradigm (Llama-3.3-70b/Groq) to compile and execute Python code in a secure sandboxed environment with a self-healing retry loop.
AI-powered semantic validation pipeline to detect documentation drift and ensure alignment between software documentation and source code within CI/CD workflows.
Cloud-native urban logistics analytics pipeline to optimize food delivery operations, identify high-demand zones, and improve metropolitan delivery intelligence.
Hybrid Retrieval-Augmented Generation platform integrating graph databases, semantic search, and LLMs for enterprise knowledge management.
Voice-controlled web platform leveraging LLMs and real-time stock data to democratize financial insights for Indian retail investors.
Natural language interface using FLAN-T5 that generates production-ready FastAPI backend code from plain English prompts.
Supply chain for safe distribution of medicines using Blockchain and AI technologies.
Smart backpack integrating RFID technology with Flutter mobile application for automated inventory tracking and real-time notifications.
Intrusion detection system built using hybrid model approach, combining supervised and unsupervised techniques for enhanced accuracy.
AI-driven system to enhance threat detection and response through advanced analytics and real-time automated interventions.
Full-stack AI application that dynamically generates FastAPI endpoints from natural language prompts with interactive dashboards.
Applied supervised and unsupervised ML techniques to classify Spotify songs by genre using audio feature data.
Leadership & Community
Driving positive change through leadership roles in technical, social, and academic organizations
Leading technical initiatives and coordinating member engagement activities.
Key Activities
- Organized 15+ technical workshops and coding competitions
- Increased chapter membership by 40% through strategic outreach
- Coordinated with industry professionals for guest lectures
- Managed a team of 25+ active members across different committees
Impact & Results
Enhanced technical skills of 200+ students through various programs
Overseeing planning and execution of the institute's major technical festival.
Key Activities
- Leading a team of 100+ volunteers across multiple departments
- Coordinating with 50+ sponsors and industry partners
- Managing budget allocation and resource distribution
- Organizing 20+ technical events and competitions
Impact & Results
Expected participation of 5000+ students from 100+ colleges
Leading media outreach and event coverage for social service activities.
Key Activities
- Created digital content for 30+ social service campaigns
- Managed social media presence with 10K+ followers
- Documented community service activities and impact stories
- Coordinated with local media for event coverage
Impact & Results
Increased NSS visibility and volunteer participation by 60%
Teaching underprivileged students and organizing volunteer initiatives.
Key Activities
- Taught 50+ underprivileged children in mathematics and science
- Organized educational material distribution drives
- Conducted career guidance sessions for rural students
- Led weekend teaching programs in nearby villages
Impact & Results
Improved academic performance of 80+ students from disadvantaged backgrounds
Fostering open-source culture through collaboration, mentorship, and contributions.
Key Activities
- Mentored 30+ students in open-source contributions
- Organized hackathons and coding bootcamps
- Facilitated collaboration on 15+ open-source projects
- Conducted Git/GitHub workshops for beginners
Impact & Results
Helped students make 200+ contributions to open-source projects
Educating and raising awareness about electoral processes and democratic participation.
Key Activities
- Organized voter registration drives for 500+ students
- Conducted workshops on electoral processes and voter rights
- Collaborated with Election Commission for awareness campaigns
- Led mock election simulations and debates
Impact & Results
Achieved 85% voter registration rate among eligible students
Managing editorial team and content for the official campus publication.
Key Activities
- Led editorial team of 20+ writers and designers
- Published 2 annual issues with 50+ articles each
- Established content guidelines and quality standards
- Coordinated with faculty and administration for institutional content
Impact & Results
Increased magazine readership by 150% and digital engagement by 200%
Achievements
Milestones and recognition across technical and extracurricular domains
Developed a smart energy management solution using IoT sensors and real-time analytics for industrial environments, hosted by Schneider Electric
Achieved national-level recognition in martial arts, demonstrating discipline, dedication, and competitive excellence
Co-authored book chapter and presented papers at international conferences on cybersecurity and technology
Consistently participated in competitive hackathons, building innovative solutions in cybersecurity and collaborative platforms
Completed advanced level training in mental mathematics and calculation techniques, enhancing cognitive abilities
Recognized for outstanding performance in multiple internships at leading tech companies including NTT DATA, Intel, and Corizo
Certifications
Professional credentials and continuous learning
Amazon Web Services (AWS)
IBM
LearnQuest
Illinois Tech
IBM
IBM
IBM
Publications
Academic research and contributions in cybersecurity and technology
Comprehensive analysis of cybersecurity challenges in military applications and proposed countermeasures.
Writings & Gallery
Thoughts, experiences, and moments captured through my journey
Featured Blog Posts
Stepping into NTT DATA felt like stepping onto a moving train: fast, purposeful, and deeply people-centric. Under mentor Vishwa's guidance, I built three production-grade AI systems in three months.
The Graph-Based Retrieval-Augmented Generation (RAG) System reimagines how AI retrieves and reasons over knowledge by fusing graph databases, semantic vector embeddings, and large language models into a single, elegant pipeline.
The 5th Annual NSS Special Camp 2025 brought together 80 volunteers from MIT Manipal, MIT Bengaluru, and MCOPS for six transformative days of social service, environmental action, and community building from May 16-22.
On November 9, 2024, the NSS unit of MIT Bengaluru organized an unforgettable 'Hike and Heal' event that seamlessly blended the thrill of trekking with meaningful environmental stewardship at Shivaganga Hills.
Enjoyed Reading?
These posts showcase my journey through AI development, community service, and professional growth.
Photo Gallery
HackNova Victory
Celebrating our win at the Schneider Electric hackathon with the team
Tech Fest 2025 Planning
Behind the scenes of organizing MIT-BLR's major technical festival
NTT DATA Internship
Working on graph-based RAG systems during my internship
ACM Chapter Events
Organizing technical workshops as General Secretary
Research Presentation
Presenting at conferences
NSS
Leading media outreach and event coverage for social service activities.
Team Collaboration
Working with fellow team members on innovative projects
Educator
Teaching at Government School
Award Ceremony
Receiving recognition for academic excellence
MBOSC Contribution
Contributing to open source projects with MBOSC team
Get In Touch
Let's discuss opportunities or collaborations.